Gil I. Shamir

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 22

Top Topics

Predictive Power

Top Venues

IEEE Trans. Inf. Theory

Publications

Le Yan, Zhen Qin, Gil I. Shamir, Dong Lin, Xuanhui Wang, Mike Bendersky
Learning to Rank when Grades Matter. CoRR (2023)
Mohsen Heidari, Jithin K. Sreedharan, Gil I. Shamir, Wojciech Szpankowski
Sufficiently Informative and Relevant Features: An Information-Theoretic and Fourier-Based Characterization. IEEE Trans. Inf. Theory 68 (9) (2022)
Gil I. Shamir, Dong Lin
Real World Large Scale Recommendation Systems Reproducibility and Smooth Activations. CoRR (2022)
Rohan Anil, Sandra Gadanho, Da Huang, Nijith Jacob, Zhuoshu Li, Dong Lin, Todd Phillips, Cristina Pop, Kevin Regan, Gil I. Shamir, Rakesh Shivanna, Qiqi Yan
On the Factory Floor: ML Engineering for Industrial-Scale Ads Recommendation Models. ORSUM@RecSys (2022)
Rohan Anil, Sandra Gadanho, Da Huang, Nijith Jacob, Zhuoshu Li, Dong Lin, Todd Phillips, Cristina Pop, Kevin Regan, Gil I. Shamir, Rakesh Shivanna, Qiqi Yan
On the Factory Floor: ML Engineering for Industrial-Scale Ads Recommendation Models. CoRR (2022)
Philippe Jacquet, Gil I. Shamir, Wojciech Szpankowski
Precise Minimax Regret for Logistic Regression. ISIT (2022)
Kwangjun Ahn, Prateek Jain, Ziwei Ji, Satyen Kale, Praneeth Netrapalli, Gil I. Shamir
Reproducibility in Optimization: Theoretical Framework and Limits. CoRR (2022)
Kwangjun Ahn, Prateek Jain, Ziwei Ji, Satyen Kale, Praneeth Netrapalli, Gil I. Shamir
Reproducibility in Optimization: Theoretical Framework and Limits. NeurIPS (2022)
Michael Drmota, Gil I. Shamir, Wojciech Szpankowski
Sequential universal modeling for non-binary sequences with constrained distributions. Commun. Inf. Syst. 22 (1) (2022)
Mohsen Heidari, Jithin K. Sreedharan, Gil I. Shamir, Wojciech Szpankowski
Information Sufficiency via Fourier Expansion. ISIT (2021)
Gil I. Shamir, Wojciech Szpankowski
Low Complexity Approximate Bayesian Logistic Regression for Sparse Online Learning. CoRR (2021)
Gil I. Shamir, Wojciech Szpankowski
A Lower Bound for Regret in Logistic Regression. ISIT (2021)
Haichao Yu, Zhe Chen, Dong Lin, Gil I. Shamir, Jie Han
Dropout Prediction Variation Estimation Using Neuron Activation Strength. CoRR (2021)
Mohsen Heidari, Jithin K. Sreedharan, Gil I. Shamir, Wojciech Szpankowski
Finding Relevant Information via a Discrete Fourier Expansion. ICML (2021)
Robert R. Snapp, Gil I. Shamir
Synthesizing Irreproducibility in Deep Networks. CoRR (2021)
Philippe Jacquet, Gil I. Shamir, Wojciech Szpankowski
Precise Minimax Regret for Logistic Regression with Categorical Feature Values. ALT (2021)
Michael Drmota, Gil I. Shamir, Wojciech Szpankowski
Sequential Universal Modeling for Non-Binary Sequences with Constrained Distributions. CoRR (2020)
Gil I. Shamir, Dong Lin, Lorenzo Coviello
Smooth activations and reproducibility in deep networks. CoRR (2020)
Gil I. Shamir, Lorenzo Coviello
Anti-Distillation: Improving reproducibility of deep networks. CoRR (2020)
Gil I. Shamir
Logistic Regression Regret: What's the Catch? COLT (2020)
Gil I. Shamir
Logistic Regression Regret: What's the Catch? CoRR (2020)
Joseph J. Boutros, Uri Erez, Johannes Van Wonterghem, Gil I. Shamir, Gilles Zémor
Geometric shaping: low-density coding of Gaussian-like constellations. ITW (2018)
Gil I. Shamir
Minimum description length (MDL) regularization for online learning. FE@NIPS (2015)
Gil I. Shamir
Universal Source Coding for Monotonic and Fast Decaying Monotonic Distributions. IEEE Trans. Inf. Theory 59 (11) (2013)
Gil I. Shamir, Kai Xie
Universal source controlled channel decoding with nonsystematic quick-look-in turbo codes. IEEE Trans. Commun. 57 (4) (2009)
Bertrand Ndzana Ndzana, Andrew W. Eckford, Amin Shokrollahi, Gil I. Shamir
Fountain codes for piecewise stationary channels. ISIT (2008)
Gil I. Shamir, Tjalling J. Tjalkens, Frans M. J. Willems
Low-complexity sequential probability estimation and universal compression for binary sequences with constrained distributions. ISIT (2008)
Gil I. Shamir
Entropy of Patterns of i.i.d. Sequences - Part I: General Bounds. IEEE Trans. Inf. Theory 54 (5) (2008)
Gil I. Shamir
Universal Source Coding for Monotonic and Fast Decaying Monotonic Distributions CoRR (2007)
Li Wang, Gil I. Shamir
Universal Context Based Decoding with Low-Density Parity-Check Codes. IEEE Commun. Lett. 11 (9) (2007)
Gil I. Shamir
Universal Source Coding for Monotonic and Fast Decaying Monotonic Distributions. ISIT (2007)
Gil I. Shamir
Patterns of i.i.d. Sequences and Their Entropy - Part II: Bounds for Some Distributions CoRR (2007)
Gilberto Titericz Jr., Richard Demo Souza, Javier Garcia-Frías, Gil I. Shamir
Comparing Different Transmission Strategies Using Turbo Codes for Nonuniform Memoryless Sources. ICC (2007)
Li Wang, Gil I. Shamir, Joseph Boutros
Universal Context Based Decoding with Non-systematic Low-Density Parity-Check Codes. CISS (2007)
Gil I. Shamir
On Some Distributions and Their Pattern Entropies. ISIT (2006)
Wufei Zhang, Daniel J. Costello Jr., Thomas E. Fuja, Gil I. Shamir, Andrew W. Eckford
Iterative Estimation and Decoding for Gaussian Channels with Abruptly Changing Statistics. ISIT (2006)
Gil I. Shamir
Patterns of i.i.d. Sequences and Their Entropy - Part I: General Bounds CoRR (2006)
Gil I. Shamir
On the MDL principle for i.i.d. sources with large alphabets. IEEE Trans. Inf. Theory 52 (5) (2006)
Gil I. Shamir
Universal Lossless Compression with Unknown Alphabets - The Average Case CoRR (2006)
Gil I. Shamir
Universal Lossless Compression With Unknown Alphabets - The Average Case. IEEE Trans. Inf. Theory 52 (11) (2006)
Kai Xie, Li Wang, Gil I. Shamir, Joseph J. Boutros
EXIT Chart Analysis for Split-LDPC Codes. ISIT (2006)
Gil I. Shamir, Li Wang, Joseph Boutros
Context Based Decoding of Split-LDPC Codes. GLOBECOM (2006)
Gil I. Shamir, Kai Xie
Design of non-systematic turbo codes for universal source controlled channel decoding. ITW (2005)
Gil I. Shamir
Bounds on the Entropy of Patterns of I.I.D. Sequences CoRR (2005)
Kai Xie, Gil I. Shamir
Decoding of Non-Systematic Turbo Codes for Stationary Memoryless and Piecewise Stationary Memoryless Sequences. DCC (2005)
Li Wang, Gil I. Shamir
BWT Based Universal Lossless Source Controlled Channel Decoding with Low Density Parity Check Codes. DCC (2005)
Wufei Zhang, Christian Koller, Andrew W. Eckford, Daniel J. Costello Jr., Thomas E. Fuja, Gil I. Shamir
Estimation and decoding strategies for channels with abruptly changing statistics. ITW (2005)
En-Hui Yang, Lihua Song, Gil I. Shamir, John C. Kieffer
On the pointwise redundancy of the LZ78 algorithm. ISIT (2005)
Gil I. Shamir, Joseph J. Boutros
Non-systematic low-density parity-check codes for nonuniform sources. ISIT (2005)
Gil I. Shamir
Bounds on the entropy of patterns of I.I.D. sequences. ITW (2005)
Richard Demo Souza, Gil I. Shamir, Javier Garcia-Frías, Kai Xie
Non-systematic turbo coding with unequal energy allocation for nonuniform memoryless sources. ISIT (2005)
Kai Xie, Gil I. Shamir
Context and denoising based decoding of non-systematic turbo codes for redundant data. ISIT (2005)
Gil I. Shamir, Kai Xie
Universal lossless source controlled channel decoding for i.i.d. sequences. IEEE Commun. Lett. 9 (5) (2005)
Gil I. Shamir
Average case universal lossless compression with unknown alphabets. ISIT (2004)
Gil I. Shamir
Sequential Universal Lossless Techniques for Compression of Patterns and Their Description Length. Data Compression Conference (2004)
Kai Xie, Gil I. Shamir
Universal lossless source controlled channel decoding. ISIT (2004)
Gil I. Shamir, Daniel J. Costello Jr.
Universal Lossless Coding for Sources With Repeating Statistics. IEEE Trans. Inf. Theory 50 (8) (2004)
Gil I. Shamir
On strongly sequential compression of sources with abrupt changes in statistics. ICC (2003)
Gil I. Shamir, Daniel J. Costello Jr.
On the redundancy of universal lossless coding for general piecewise stationary sources. Commun. Inf. Syst. 1 (3) (2001)
Gil I. Shamir, Daniel J. Costello Jr.
Universal Lossless Compression of Piecewise Stationary Slowly Varying Sources. Data Compression Conference (2001)
Gil I. Shamir, Daniel J. Costello Jr.
Asymptotically optimal low-complexity sequential lossless coding for piecewise-stationary memoryless sources - Part 1: The regular case. IEEE Trans. Inf. Theory 46 (7) (2000)
Gil I. Shamir, Neri Merhav
Low-complexity sequential lossless coding for piecewise-stationary memoryless sources. IEEE Trans. Inf. Theory 45 (5) (1999)