Alon Kipnis
Postdoctoral Research Fellow, Statistics
Professional Education
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Doctor of Philosophy, Stanford University, EE-PHD (2017)
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Master of Science, Ben Gurion University Of The Negev, Mathematics (2012)
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Bachelor of Science, Ben Gurion University Of The Negev, Mathematics (2010)
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Bachelor of Science, Ben Gurion University Of The Negev, Elec. & Comp. Engineering (2010)
2020-21 Courses
- Introduction to Time Series Analysis
STATS 207 (Aut) - Massive Computational Experiments, Painlessly
STATS 285 (Spr)
All Publications
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The Compress-and-Estimate Coding Scheme for Gaussian Sources
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
2019; 18 (9): 4344–56
View details for DOI 10.1109/TWC.2019.2923399
View details for Web of Science ID 000485766100011
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The Distortion-Rate Function of Sampled Wiener Processes
IEEE TRANSACTIONS ON INFORMATION THEORY
2019; 65 (1): 482–99
View details for DOI 10.1109/TIT.2018.2878446
View details for Web of Science ID 000454110800032
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Analog-to-Digital Compression A new paradigm for converting signals to bits
IEEE SIGNAL PROCESSING MAGAZINE
2018; 35 (3): 16–39
View details for DOI 10.1109/MSP.2017.2774249
View details for Web of Science ID 000431447400003
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The Distortion Rate Function of Cyclostationary Gaussian Processes
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC. 2018: 3810–24
View details for DOI 10.1109/TIT.2017.2741978
View details for Web of Science ID 000430747100034
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Lossy Compression of Decimated Gaussian Random Walks
IEEE. 2018
View details for Web of Science ID 000434867200053
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Single Letter Formulas for Quantized Compressed Sensing with Gaussian Codebooks
IEEE. 2018: 71–75
View details for Web of Science ID 000448139300015
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Compress-and-Estimate Source Coding for a Vector Gaussian Source
IEEE. 2017: 539–43
View details for Web of Science ID 000426901500109
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Coding Theorems for the Compress and Estimate Source Coding Problem
IEEE. 2017: 2568–72
View details for Web of Science ID 000430345202127
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Mean Estimation from Adaptive One-bit Measurements
IEEE. 2017: 1000–1007
View details for Web of Science ID 000428047800137
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Compressed Sensing under Optimal Quantization
IEEE. 2017: 2148–52
View details for Web of Science ID 000430345202043
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Distortion Rate Function of Sub-Nyquist Sampled Gaussian Sources
IEEE TRANSACTIONS ON INFORMATION THEORY
2016; 62 (1): 401-429
View details for DOI 10.1109/TIT.2015.2485271
View details for Web of Science ID 000369309500027
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WIENER CHAOS APPROACH TO OPTIMAL PREDICTION
NUMERICAL FUNCTIONAL ANALYSIS AND OPTIMIZATION
2015; 36 (10): 1286-1306
View details for DOI 10.1080/01630563.2015.1065273
View details for Web of Science ID 000361982100002
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Distortion Rate Function of Cyclo-Stationary Gaussian Processes
IEEE International Symposium on Information Theory (ISIT)
IEEE. 2014: 2834–2838
View details for Web of Science ID 000346496102195
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Distortion Rate Function of Sub-Nyquist Sampled Gaussian Sources Corrupted by Noise
51st Annual Allerton Conference on Communication, Control, and Computing
IEEE. 2013: 901–908
View details for Web of Science ID 000350802400125