Amir Dembo

All Publications

• Limit law for the cover time of a random walk on a binary tree ANNALES DE L INSTITUT HENRI POINCARE-PROBABILITES ET STATISTIQUES Dembo, A., Rosen, J., Zeitouni, O. 2021; 57 (2): 830-855

  View details for DOI 10.1214/20-AIHP1098

  View details for Web of Science ID 000677592900011

• Upper tail for homomorphism counts in constrained sparse random graphs RANDOM STRUCTURES & ALGORITHMS Bhattacharya, S., Dembo, A. 2021

  View details for DOI 10.1002/rsa.21011

  View details for Web of Science ID 000636657600001

• Diffusions interacting through a random matrix: universality via stochastic Taylor expansion PROBABILITY THEORY AND RELATED FIELDS Dembo, A., Gheissari, R. 2021

  View details for DOI 10.1007/s00440-021-01027-7

  View details for Web of Science ID 000614685700001

• Averaging Principle and Shape Theorem for a Growth Model with Memory COMMUNICATIONS ON PURE AND APPLIED MATHEMATICS Dembo, A., Groisman, P., Huang, R., Sidoravicius, V. 2020

  View details for DOI 10.1002/cpa.21965

  View details for Web of Science ID 000593662200001

• Exponential Concentration for Zeroes of Stationary Gaussian Processes INTERNATIONAL MATHEMATICS RESEARCH NOTICES Basu, R., Dembo, A., Feldheim, N., Zeitouni, O. 2020; 2020 (23): 9769–96

  View details for DOI 10.1093/imrn/rny277

  View details for Web of Science ID 000605099500023

• Large deviations of subgraph counts for sparse Erdos-Renyi graphs ADVANCES IN MATHEMATICS Cook, N., Dembo, A. 2020; 373

  View details for DOI 10.1016/j.aim.2020.107289

  View details for Web of Science ID 000566696200002

• Dynamics for Spherical Spin Glasses: Disorder Dependent Initial Conditions JOURNAL OF STATISTICAL PHYSICS Dembo, A., Subag, E. 2020

  View details for DOI 10.1007/s10955-020-02587-z

  View details for Web of Science ID 000547611000001

• Random walks among time increasing conductances: heat kernel estimates PROBABILITY THEORY AND RELATED FIELDS Dembo, A., Huang, R., Zheng, T. 2019; 175 (1-2): 397–445

  View details for DOI 10.1007/s00440-018-0894-1

  View details for Web of Science ID 000487281600009

• Criticality of a Randomly-Driven Front ARCHIVE FOR RATIONAL MECHANICS AND ANALYSIS Dembo, A., Tsai, L. 2019; 233 (2): 643–99

  View details for DOI 10.1007/s00205-019-01365-w

  View details for Web of Science ID 000468141100003

• The infinite Atlas process: Convergence to equilibrium ANNALES DE L INSTITUT HENRI POINCARE-PROBABILITES ET STATISTIQUES Dembo, A., Jara, M., Olla, S. 2019; 55 (2): 607–19

  View details for DOI 10.1214/17-AIHP875

  View details for Web of Science ID 000467793600001

• COMPONENT SIZES FOR LARGE QUANTUM ERDOS-RENYI GRAPH NEAR CRITICALITY ANNALS OF PROBABILITY Dembo, A., Levit, A., Vadlamani, S. 2019; 47 (2): 1185–1219

  View details for DOI 10.1214/17-AOP1209

  View details for Web of Science ID 000459681900016

• Cut-off for lamplighter chains on tori: dimension interpolation and Phase transition PROBABILITY THEORY AND RELATED FIELDS Dembo, A., Ding, J., Miller, J., Peres, Y. 2019; 173 (1-2): 605–50

  View details for DOI 10.1007/s00440-018-0883-4

  View details for Web of Science ID 000459396500013

• LARGE DEVIATIONS THEORY FOR MARKOV JUMP MODELS OF CHEMICAL REACTION NETWORKS ANNALS OF APPLIED PROBABILITY Agazzi, A., Dembo, A., Eckmann, J. 2018; 28 (3): 1821–55

  View details for DOI 10.1214/17-AAP1344

  View details for Web of Science ID 000434140900014

• Cutoff for lamplighter chains on fractals ELECTRONIC JOURNAL OF PROBABILITY Dembo, A., Kumagai, T., Nakamura, C. 2018; 23

  View details for DOI 10.1214/18-EJP196

  View details for Web of Science ID 000440236100011

• A large deviation principle for the Erdos-Renyi uniform random graph ELECTRONIC COMMUNICATIONS IN PROBABILITY Dembo, A., Lubetzky, E. 2018; 23

  View details for DOI 10.1214/18-ECP181

  View details for Web of Science ID 000448216500002

• EQUILIBRIUM FLUCTUATION OF THE ATLAS MODEL ANNALS OF PROBABILITY Dembo, A., Tsai, L. 2017; 45 (6B): 4529–60

  View details for DOI 10.1214/16-AOP1171

  View details for Web of Science ID 000419140000009

• EXTREMAL CUTS OF SPARSE RANDOM GRAPHS ANNALS OF PROBABILITY Dembo, A., Montanari, A., Sen, S. 2017; 45 (2): 1190-1217

  View details for DOI 10.1214/15-AOP1084

  View details for Web of Science ID 000398966500013

• FERROMAGNETIC ISING MEASURES ON LARGE LOCALLY TREE-LIKE GRAPHS ANNALS OF PROBABILITY Basak, A., Dembo, A. 2017; 45 (2): 780-823

  View details for DOI 10.1214/15-AOP1075

  View details for Web of Science ID 000398966500004

• Nonlinear large deviations ADVANCES IN MATHEMATICS Chatterjee, S., Dembo, A. 2016; 299: 396-450

  View details for DOI 10.1016/j.aim.2016.05.017

  View details for Web of Science ID 000380294900013

• Large Deviations for Diffusions Interacting Through Their Ranks COMMUNICATIONS ON PURE AND APPLIED MATHEMATICS Dembo, A., Shkolnikov, M., Varadhan, S. R., Zeitouni, O. 2016; 69 (7): 1259-1313

  View details for DOI 10.1002/cpa.21640

  View details for Web of Science ID 000379917800002

• Weakly Asymmetric Non-Simple Exclusion Process and the Kardar-Parisi-Zhang Equation COMMUNICATIONS IN MATHEMATICAL PHYSICS Dembo, A., Tsai, L. 2016; 341 (1): 219-261

  View details for DOI 10.1007/s00220-015-2527-1

  View details for Web of Science ID 000367917400006

• Matrix Optimization Under Random External Fields JOURNAL OF STATISTICAL PHYSICS Dembo, A., Zeitouni, O. 2015; 159 (6): 1306-1326

  View details for DOI 10.1007/s10955-015-1228-7

  View details for Web of Science ID 000355218600004

• NO ZERO-CROSSINGS FOR RANDOM POLYNOMIALS AND THE HEAT EQUATION ANNALS OF PROBABILITY Dembo, A., Mukherjee, S. 2015; 43 (1): 85-118

  View details for DOI 10.1214/13-AOP852

  View details for Web of Science ID 000346325600003

• Monotone interaction of walk and graph: recurrence versus transience ELECTRONIC COMMUNICATIONS IN PROBABILITY Dembo, A., Huang, R., Sidoravicius, V. 2014; 19: 1-12

  View details for DOI 10.1214/ECP.v19-3607

  View details for Web of Science ID 000346629500001

• Walking within growing domains: recurrence versus transience ELECTRONIC JOURNAL OF PROBABILITY Dembo, A., Huang, R., Sidoravicius, V. 2014; 19: 1-20

  View details for DOI 10.1214/EJP.v19-3272

  View details for Web of Science ID 000350158900001

• The Replica Symmetric Solution for Potts Models on d-Regular Graphs COMMUNICATIONS IN MATHEMATICAL PHYSICS Dembo, A., Montanari, A., Sly, A., Sun, N. 2014; 327 (2): 551-575

  View details for DOI 10.1007/s00220-014-1956-6

  View details for Web of Science ID 000334052300007

• FACTOR MODELS ON LOCALLY TREE-LIKE GRAPHS ANNALS OF PROBABILITY Dembo, A., Montanari, A., Sun, N. 2013; 41 (6): 4162-4213

  View details for DOI 10.1214/12-AOP828

  View details for Web of Science ID 000328255600010

• Limiting spectral distribution of sums of unitary and orthogonal matrices ELECTRONIC COMMUNICATIONS IN PROBABILITY Basak, A., Dembo, A. 2013; 18: 1-19

  View details for DOI 10.1214/ECP.v18-2466

  View details for Web of Science ID 000323038500001

• Persistence of iterated partial SUMS ANNALES DE L INSTITUT HENRI POINCARE-PROBABILITES ET STATISTIQUES Dembo, A., Ding, J., Gao, F. 2013; 49 (3): 873-884

  View details for DOI 10.1214/11-AIHP452

  View details for Web of Science ID 000322351200010

• Central limit theorem for biased random walk on multi-type Galton-Watson trees ELECTRONIC JOURNAL OF PROBABILITY Dembo, A., Sun, N. 2012; 17: 1-40

  View details for DOI 10.1214/EJP.v17-2294

  View details for Web of Science ID 000308538000001

• Markovian perturbation, response and fluctuation dissipation theorem ANNALES DE L INSTITUT HENRI POINCARE-PROBABILITES ET STATISTIQUES Dembo, A., Deuschel, J. 2010; 46 (3): 822-852

  View details for DOI 10.1214/10-AIHP370

  View details for Web of Science ID 000283528100010

• Gibbs measures and phase transitions on sparse random graphs BRAZILIAN JOURNAL OF PROBABILITY AND STATISTICS Dembo, A., Montanani, A. 2010; 24 (2): 137-211

  View details for DOI 10.1214/09-BJPS027

  View details for Web of Science ID 000296129700004

• ISING MODELS ON LOCALLY TREE-LIKE GRAPHS ANNALS OF APPLIED PROBABILITY Dembo, A., Montanari, A. 2010; 20 (2): 565-592

  View details for DOI 10.1214/09-AAP627

  View details for Web of Science ID 000283529500007

• Spectral Measure of Heavy Tailed Band and Covariance Random Matrices COMMUNICATIONS IN MATHEMATICAL PHYSICS Belinschi, S., Dembo, A., Guionnet, A. 2009; 289 (3): 1023-1055

  View details for DOI 10.1007/s00220-009-0822-4

  View details for Web of Science ID 000267103800009

• FINITE SIZE SCALING FOR THE CORE OF LARGE RANDOM HYPERGRAPHS ANNALS OF APPLIED PROBABILITY Dembo, A., Montanar, A. 2008; 18 (5): 1993-2040

  View details for DOI 10.1214/07-AAP514

  View details for Web of Science ID 000260850800015

• A lower bound on the disconnection time of a discrete cylinder Joint Meeting of the 10th Brazilian School of Probability/69th Annual Meeting of the Institute-of-Mathematical-Statistics Dembo, A., Sznitman, A. BIRKHAUSER BOSTON. 2008: 211–227

  View details for Web of Science ID 000259173100010

• Limiting dynamics for spherical models of spin glasses at high temperature JOURNAL OF STATISTICAL PHYSICS Dembo, A., Guionnet, A., Mazza, C. 2007; 128 (4): 847-881

  View details for DOI 10.1007/s10955-006-9239-z

  View details for Web of Science ID 000248826600002

• Valleys and the maximum local time for random walk in random environment PROBABILITY THEORY AND RELATED FIELDS Dembo, A., Gantert, N., Peres, Y., Shi, Z. 2007; 137 (3-4): 443-473

  View details for DOI 10.1007/s00440-006-0005-6

  View details for Web of Science ID 000242881200007

• Limiting dynamics for spherical models of spin glasses at high temperature Conference on Mathematical Physics of Spin Glasses Dembo, A., Guionnet, A., Mazza, C. SPRINGER. 2007: 781–815

  View details for DOI 10.1007/s10955-006-9228-2

  View details for Web of Science ID 000245456300004

• How large a disc is covered by a random walk in n steps? ANNALS OF PROBABILITY Dembo, A., Peres, Y., Rosen, J. 2007; 35 (2): 577-601

  View details for DOI 10.1214/009117906000000854

  View details for Web of Science ID 000245960600006

• Aging for interacting diffusion processes ANNALES DE L INSTITUT HENRI POINCARE-PROBABILITES ET STATISTIQUES Dembo, A., Deuschel, J. 2007; 43 (4): 461-480

  View details for DOI 10.1016/j.anihpb.2006.07.001

  View details for Web of Science ID 000247433900005

• Cugliandolo-Kurchan equations for dynamics of Spin-Glasses PROBABILITY THEORY AND RELATED FIELDS Ben Arous, G., Dembo, A., Guionnet, A. 2006; 136 (4): 619-660

  View details for DOI 10.1007/s00440-005-0491-y

  View details for Web of Science ID 000240799200007

• On the disconnection of a discrete cylinder by a random walk PROBABILITY THEORY AND RELATED FIELDS Dembo, A., Sznitman, A. 2006; 136 (2): 321-340

  View details for DOI 10.1007/s00440-005-0485-9

  View details for Web of Science ID 000239171000006

• Large and moderate diviations for Hotelling's T-2-statistic ELECTRONIC COMMUNICATIONS IN PROBABILITY Dembo, A., Shao, Q. 2006; 11: 149-159

  View details for Web of Science ID 000239566100002

• Spectral measure of large random Hankel, Markov and Toeplitz matrices ANNALS OF PROBABILITY Bryc, W., Dembo, A., Jiang, T. F. 2006; 34 (1): 1-38

  View details for DOI 10.1214/009117905000000495

  View details for Web of Science ID 000235925000001

• Late points for random walks in two dimensions ANNALS OF PROBABILITY Dembo, A., Peres, Y., Rosen, J., Zeitouni, O. 2006; 34 (1): 219-263

  View details for DOI 10.1214/009117905000000387

  View details for Web of Science ID 000235925000007

• Universal denoising for the finite-input general-output channel IEEE International Symposium on Information Theory Dembo, A., Weissman, T. IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC. 2005: 1507–17

  View details for DOI 10.1109/TIT.2005.844104

  View details for Web of Science ID 000228050800020

• Lectures on probability theory and statistics 33rd Probability Summer School Dembo, A., Funaki, T. SPRINGER-VERLAG BERLIN. 2005: 5–101

  View details for Web of Science ID 000244331900001

• Large deviations of Markov chains indexed by random trees ANNALES DE L INSTITUT HENRI POINCARE-PROBABILITES ET STATISTIQUES Dembo, A., Morters, P., Sheffield, S. 2005; 41 (6): 971-996

  View details for DOI 10.1016/j.anihpb.2004.09.005

  View details for Web of Science ID 000232698300001

• Cover times for Brownian motion and random walks in two dimensions ANNALS OF MATHEMATICS Dembo, A., Peres, Y., Rosen, J., Zeitouni, O. 2004; 160 (2): 433-464

  View details for Web of Science ID 000227683300002

• Large portfolio losses FINANCE AND STOCHASTICS Dembo, A., Deuschel, J. D., Duffie, D. 2004; 8 (1): 3-16

  View details for DOI 10.1007/s00780-003-0107-2

  View details for Web of Science ID 000188813100001

• Universal denoising for the finite-input-general-output channel IEEE International Symposium on Information Theory Dembo, A., Weissman, T. IEEE. 2004: 201–201

  View details for Web of Science ID 000223202600201

• On the maximum correlation coefficient THEORY OF PROBABILITY AND ITS APPLICATIONS Bryc, W., Dembo, A., Kagan, A. 2004; 49 (1): 132-138

  View details for DOI 10.1137/S0040585X97980968

  View details for Web of Science ID 000228185300009

• Large deviations for random walk in random environment with holding times ANNALS OF PROBABILITY Dembo, A., Gantert, N., Zeitouni, O. 2004; 32 (1B): 996-1029

  View details for Web of Science ID 000220570400012

• The minimax distortion redundancy in noisy source coding IEEE TRANSACTIONS ON INFORMATION THEORY Dembo, A., Weissman, T. 2003; 49 (11): 3020-3030

  View details for DOI 10.1109/TIT.2003.819336

  View details for Web of Science ID 000186618500022

• Moderate deviations for the spectral measure of certain random matrices ANNALES DE L INSTITUT HENRI POINCARE-PROBABILITES ET STATISTIQUES Dembo, A., Guionnet, A., Zeitouni, O. 2003; 39 (6): 1013-1042

  View details for DOI 10.1016/S0246-0203(03)00024-4/FLA

  View details for Web of Science ID 000186029200005

• Source coding, large deviations, and approximate pattern matching IEEE TRANSACTIONS ON INFORMATION THEORY Dembo, A., Kontoyiannis, I. 2002; 48 (6): 1590-1615

  View details for Web of Science ID 000175821500024

• Large deviations for random walks on Galton-Watson trees: averaging and uncertainty PROBABILITY THEORY AND RELATED FIELDS Dembo, A., Gantert, N., Peres, Y., Zeitouni, O. 2002; 122 (2): 241-288

  View details for DOI 10.1007/s004400100162

  View details for Web of Science ID 000174663400004

• Random polynomials having few or no real zeros JOURNAL OF THE AMERICAN MATHEMATICAL SOCIETY Dembo, A., Poonen, B., Shao, Q. M., Zeitouni, O. 2002; 15 (4): 857-892

  View details for Web of Science ID 000177275100003

• Thick points for intersections of planar sample paths TRANSACTIONS OF THE AMERICAN MATHEMATICAL SOCIETY Dembo, A., Peres, Y., Rosen, J., Zeitouni, O. 2002; 354 (12): 4969-5003

  View details for Web of Science ID 000178079000013

• The minimax distortion redundancy in noisy source coding IEEE International Symposium on Information Theory Dembo, A., Weissman, T. IEEE. 2002: 318–318

  View details for Web of Science ID 000177912700317

• Ordered overlaps in disordered mean-field models PROBABILITY THEORY AND RELATED FIELDS Comets, F., Dembo, A. 2001; 121 (1): 1-29

  View details for Web of Science ID 000171304100001

• Aging of spherical spin glasses PROBABILITY THEORY AND RELATED FIELDS Ben Arous, G., Dembo, A., Guionnet, A. 2001; 120 (1): 1-67

  View details for Web of Science ID 000169212500001

• Remarks on the maximum correlation coefficient BERNOULLI Dembo, A., Kagan, A., SHEPP, L. A. 2001; 7 (2): 343-350

  View details for Web of Science ID 000168546100008

• Critical behavior in lossy source coding IEEE TRANSACTIONS ON INFORMATION THEORY Dembo, A., Kontoyiannis, I. 2001; 47 (3): 1230-1236

  View details for Web of Science ID 000167956600036

• Greedy lattice animals: Negative values and unconstrained maxima ANNALS OF PROBABILITY Dembo, A., Gandolfi, A., Kesten, H. 2001; 29 (1): 205-241

  View details for Web of Science ID 000168760900008

• Thick points for planar Brownian motion and the Erdos-Taylor conjecture on random walk ACTA MATHEMATICA Dembo, A., Peres, Y., ROSEN, J., Zeitouni, O. 2001; 186 (2): 239-270

  View details for Web of Science ID 000170532400003

• Thin points for Brownian motion ANNALES DE L INSTITUT HENRI POINCARE-PROBABILITES ET STATISTIQUES Dembo, A., Peres, Y., ROSEN, J., Zeitouni, O. 2000; 36 (6): 749-774

  View details for Web of Science ID 000165502500003

• Thick points for spatial Brownian motion: Multifractal analysis of occupation measure ANNALS OF PROBABILITY Dembo, A., Peres, Y., ROSEN, J., Zeitouni, O. 2000; 28 (1): 1-35

  View details for Web of Science ID 000087359100001

• The asymptotics of waiting times between stationary processes, allowing distortion ANNALS OF APPLIED PROBABILITY Dembo, A., Kontoyiannis, I. 1999; 9 (2): 413-429

  View details for Web of Science ID 000080974700009

• Self-normalized moderate deviations and lils STOCHASTIC PROCESSES AND THEIR APPLICATIONS Dembo, A., Shao, Q. M. 1998; 75 (1): 51-65

  View details for Web of Science ID 000074624300003

• Refined Gibbs conditioning principle for certain infinite dimensional statistics STUDIA SCIENTIARUM MATHEMATICARUM HUNGARICA Dembo, A., Kuelbs, J. 1998; 34 (1-3): 107-126

  View details for Web of Science ID 000083103300008

• Uniform large and moderate deviations for functional empirical processes STOCHASTIC PROCESSES AND THEIR APPLICATIONS Dembo, A., Zajic, T. 1997; 67 (2): 195-211

  View details for Web of Science ID A1997XB58500004

• Large deviations for quadratic functionals of Gaussian processes JOURNAL OF THEORETICAL PROBABILITY Bryc, W., Dembo, A. 1997; 10 (2): 307-332

  View details for Web of Science ID A1997XD34400004

• Information inequalities and concentration of measure ANNALS OF PROBABILITY Dembo, A. 1997; 25 (2): 927-939

  View details for Web of Science ID 000080806400014

• Tail estimates for one-dimensional random walk in random environment COMMUNICATIONS IN MATHEMATICAL PHYSICS Dembo, A., Peres, Y., Zeitouni, O. 1996; 181 (3): 667-683

  View details for Web of Science ID A1996VQ32500007

• Large deviations for subsampling from individual sequences STATISTICS & PROBABILITY LETTERS Dembo, A., Zeitouni, O. 1996; 27 (3): 201-205

  View details for Web of Science ID A1996UG59900002

• Large deviations and strong mixing ANNALES DE L INSTITUT HENRI POINCARE-PROBABILITES ET STATISTIQUES Bryc, W., Dembo, A. 1996; 32 (4): 549-569

  View details for Web of Science ID A1996UY16100004

• Refinements of the Gibbs conditioning principle PROBABILITY THEORY AND RELATED FIELDS Dembo, A., Zeitouni, O. 1996; 104 (1): 1-14

  View details for Web of Science ID A1996TT17700001

• ON LARGE DEVIATIONS OF EMPIRICAL MEASURES FOR STATIONARY GAUSSIAN-PROCESSES STOCHASTIC PROCESSES AND THEIR APPLICATIONS Bryc, W., Dembo, A. 1995; 58 (1): 23-34

  View details for Web of Science ID A1995RK79200002

• LARGE DEVIATIONS - FROM EMPIRICAL MEAN AND MEASURE TO PARTIAL-SUMS PROCESS STOCHASTIC PROCESSES AND THEIR APPLICATIONS Dembo, A., Zajic, T. 1995; 57 (2): 191-224

  View details for Web of Science ID A1995RD39100001

• EXACT BEHAVIOR OF GAUSSIAN SEMINORMS STATISTICS & PROBABILITY LETTERS Dembo, A., MAYERWOLF, E., Zeitouni, O. 1995; 23 (3): 275-280

  View details for Web of Science ID A1995RA11100012

• EXPONENTIAL RATES FOR ERROR PROBABILITIES IN DMPSK SYSTEMS IEEE TRANSACTIONS ON COMMUNICATIONS Dembo, A., Galperin, V., Zeitouni, O. 1995; 43 (2-4): 915-921

  View details for Web of Science ID A1995QV15500040

• Large deviations via parameter dependent change of measure, and an application to the lower tail of Gaussian processes Seminar on Stochastic Analysis, Random Fields and Applications Dembo, A., Zeitouni, O. BIRKHAUSER VERLAG AG. 1995: 111–121

  View details for Web of Science ID A1995BF32Q00008

• THE RATE-DISTORTION DIMENSION OF SETS AND MEASURES IEEE TRANSACTIONS ON INFORMATION THEORY Kawabata, T., Dembo, A. 1994; 40 (5): 1564-1572

  View details for Web of Science ID A1994PT16700019

• LARGE EXCEEDANCES FOR MULTIDIMENSIONAL LEVY PROCESSES ANNALS OF APPLIED PROBABILITY Dembo, A., Karlin, S., Zeitouni, O. 1994; 4 (2): 432-447

  View details for Web of Science ID 000209434600006

• ON THE PERCEPTRON LEARNING ALGORITHM ON DATA WITH HIGH-PRECISION JOURNAL OF COMPUTER AND SYSTEM SCIENCES Siu, K. Y., Dembo, A., KAILATH, T. 1994; 48 (2): 347-356

  View details for Web of Science ID A1994NM10000008

• A TOPOLOGICAL CRITERION FOR HYPOTHESIS-TESTING ANNALS OF STATISTICS Dembo, A., Peres, Y. 1994; 22 (1): 106-117

  View details for Web of Science ID A1994NH41200007

• BOUNDS ON THE SYMMETRICAL BINARY CUTOFF RATE FOR DISPERSIVE GAUSSIAN CHANNELS IEEE TRANSACTIONS ON COMMUNICATIONS Shamai, S., Dembo, A. 1994; 42 (1): 39-53

  View details for Web of Science ID A1994NF59900009

• A NOTE ON UNIFORM LAWS OF AVERAGES FOR DEPENDENT PROCESSES STATISTICS & PROBABILITY LETTERS Nobel, A., Dembo, A. 1993; 17 (3): 169-172

  View details for Web of Science ID A1993LH34500001

• CENTRAL LIMIT-THEOREMS OF PARTIAL-SUMS FOR LARGE SEGMENTAL VALUES STOCHASTIC PROCESSES AND THEIR APPLICATIONS Dembo, A., Karlin, S. 1993; 45 (2): 259-271

  View details for Web of Science ID A1993KW13500006

• LIMIT DISTRIBUTIONS OF MAXIMAL SEGMENTAL SCORE AMONG MARKOV-DEPENDENT PARTIAL-SUMS ADVANCES IN APPLIED PROBABILITY Karlin, S., Dembo, A. 1992; 24 (1): 113-140

  View details for Web of Science ID A1992HJ76600006

• INFORMATION THEORETIC INEQUALITIES IEEE TRANSACTIONS ON INFORMATION THEORY Dembo, A., COVER, T. M., Thomas, J. A. 1991; 37 (6): 1501-1518

  View details for Web of Science ID A1991GN76400001

• STRONG LIMIT-THEOREMS OF EMPIRICAL DISTRIBUTIONS FOR LARGE SEGMENTAL EXCEEDANCES OF PARTIAL-SUMS OF MARKOV VARIABLES ANNALS OF PROBABILITY Dembo, A., Karlin, S. 1991; 19 (4): 1756-1767

  View details for Web of Science ID A1991GR00500016

• STRONG LIMIT-THEOREMS OF EMPIRICAL FUNCTIONALS FOR LARGE EXCEEDANCES OF PARTIAL-SUMS OF IID VARIABLES ANNALS OF PROBABILITY Dembo, A., Karlin, S. 1991; 19 (4): 1737-1755

  View details for Web of Science ID A1991GR00500015

• A GENERAL WEIGHT MATRIX FORMULATION USING OPTIMAL-CONTROL IEEE TRANSACTIONS ON NEURAL NETWORKS FAROTIMI, O., Dembo, A., KAILATH, T. 1991; 2 (3): 378-394

  Abstract

  Classical methods from optimal control theory are used in deriving general forms for neural network weights. The network learning or application task is encoded in a performance index of a general structure. Consequently, different instances of this performance index lead to special cases of weight rules, including some well-known forms. Comparisons are made with the outer product rule, spectral methods, and recurrent back-propagation. Simulation results and comparisons are presented.

  View details for Web of Science ID A1991FH17500005

  View details for PubMedID 18282859

• ONSAGER MACHLUP FUNCTIONALS AND MAXIMUM A POSTERIORI ESTIMATION FOR A CLASS OF NON-GAUSSIAN RANDOM-FIELDS JOURNAL OF MULTIVARIATE ANALYSIS Dembo, A., Zeitouni, O. 1991; 36 (2): 243-262

  View details for Web of Science ID A1991FA51600007

• HIGH-ORDER ABSOLUTELY STABLE NEURAL NETWORKS IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS Dembo, A., FAROTIMI, O., KAILATH, T. 1991; 38 (1): 57-65

  View details for Web of Science ID A1991ER06400006

• MAXIMUM A POSTERIORI ESTIMATION OF ELLIPTIC GAUSSIAN FIELDS OBSERVED VIA A NOISY NONLINEAR CHANNEL JOURNAL OF MULTIVARIATE ANALYSIS Dembo, A., Zeitouni, O. 1990; 35 (2): 151-167

  View details for Web of Science ID A1990EG61300002

• STATISTICAL COMPOSITION OF HIGH-SCORING SEGMENTS FROM MOLECULAR SEQUENCES ANNALS OF STATISTICS Karlin, S., Dembo, A., Kawabata, T. 1990; 18 (2): 571-581

  View details for Web of Science ID A1990DP71200015

• Model-free distributed learning. IEEE transactions on neural networks Dembo, A., KAILATH, T. 1990; 1 (1): 58-70

  Abstract

  Model-free learning for synchronous and asynchronous quasi-static networks is presented. The network weights are continuously perturbed, while the time-varying performance index is measured and correlated with the perturbation signals; the correlation output determines the changes in the weights. The perturbation may be either via noise sources or orthogonal signals. The invariance to detailed network structure mitigates large variability between supposedly identical networks as well as implementation defects. This local, regular, and completely distributed mechanism requires no central control and involves only a few global signals. Thus, it allows for integrated, on-chip learning in large analog and optical networks.

  View details for PubMedID 18282823

• ON THE RELATION OF ANTICIPATIVE STRATONOVICH AND SYMMETRIC INTEGRALS - A DECOMPOSITION FORMULA LECTURE NOTES IN MATHEMATICS Dembo, A., Zeitouni, O. 1989; 1390: 66-76

  View details for Web of Science ID A1989AR85600007

• MAXIMUM A-POSTERIORI ESTIMATION OF TIME-VARYING ARMA PROCESSES FROM NOISY OBSERVATIONS IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING Dembo, A., Zeitouni, O. 1988; 36 (4): 471-476

  View details for Web of Science ID A1988M704200006