Gil I. Shamir - RankMe

64 papers A* 3B 26Misc 1Journal 30Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Selective Matching Losses - Not All Scores Are Created Equal. CoRR Gil I. Shamir, Manfred K. Warmuth
2024	B	`conf`	Low Complexity Approximate Bayesian Logistic Regression for Sparse Online Learning. ISIT Gil I. Shamir, Wojciech Szpankowski
2023	J	`jnl`	Learning to Rank when Grades Matter. CoRR Le Yan, Zhen Qin, Gil I. Shamir, Dong Lin, Xuanhui Wang, Mike Bendersky
2022	—	`conf`	On the Factory Floor: ML Engineering for Industrial-Scale Ads Recommendation Models. ORSUM@RecSys 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
2022	J	`jnl`	On the Factory Floor: ML Engineering for Industrial-Scale Ads Recommendation Models. CoRR 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
2022	B	`conf`	Precise Minimax Regret for Logistic Regression. ISIT Philippe Jacquet, Gil I. Shamir, Wojciech Szpankowski
2022	J	`jnl`	Real World Large Scale Recommendation Systems Reproducibility and Smooth Activations. CoRR Gil I. Shamir, Dong Lin
2022	A*	`conf`	Reproducibility in Optimization: Theoretical Framework and Limits. NeurIPS Kwangjun Ahn, Prateek Jain, Ziwei Ji, Satyen Kale, Praneeth Netrapalli, Gil I. Shamir
2022	J	`jnl`	Reproducibility in Optimization: Theoretical Framework and Limits. CoRR Kwangjun Ahn, Prateek Jain, Ziwei Ji, Satyen Kale, Praneeth Netrapalli, Gil I. Shamir
2022	J	`jnl`	Sequential universal modeling for non-binary sequences with constrained distributions. Commun. Inf. Syst. Michael Drmota, Gil I. Shamir, Wojciech Szpankowski
2022	J	`jnl`	Sufficiently Informative and Relevant Features: An Information-Theoretic and Fourier-Based Characterization. IEEE Trans. Inf. Theory Mohsen Heidari, Jithin K. Sreedharan, Gil I. Shamir, Wojciech Szpankowski
2021	B	`conf`	A Lower Bound for Regret in Logistic Regression. ISIT Gil I. Shamir, Wojciech Szpankowski
2021	J	`jnl`	Dropout Prediction Variation Estimation Using Neuron Activation Strength. CoRR Haichao Yu, Zhe Chen, Dong Lin, Gil I. Shamir, Jie Han
2021	A*	`conf`	Finding Relevant Information via a Discrete Fourier Expansion. ICML Mohsen Heidari, Jithin K. Sreedharan, Gil I. Shamir, Wojciech Szpankowski
2021	B	`conf`	Information Sufficiency via Fourier Expansion. ISIT Mohsen Heidari, Jithin K. Sreedharan, Gil I. Shamir, Wojciech Szpankowski
2021	J	`jnl`	Low Complexity Approximate Bayesian Logistic Regression for Sparse Online Learning. CoRR Gil I. Shamir, Wojciech Szpankowski
2021	B	`conf`	Precise Minimax Regret for Logistic Regression with Categorical Feature Values. ALT Philippe Jacquet, Gil I. Shamir, Wojciech Szpankowski
2021	J	`jnl`	Synthesizing Irreproducibility in Deep Networks. CoRR Robert R. Snapp, Gil I. Shamir
2020	J	`jnl`	Anti-Distillation: Improving reproducibility of deep networks. CoRR Gil I. Shamir, Lorenzo Coviello
2020	A*	`conf`	Logistic Regression Regret: What's the Catch? COLT Gil I. Shamir
2020	J	`jnl`	Logistic Regression Regret: What's the Catch? CoRR Gil I. Shamir
2020	J	`jnl`	Sequential Universal Modeling for Non-Binary Sequences with Constrained Distributions. CoRR Michael Drmota, Gil I. Shamir, Wojciech Szpankowski
2020	J	`jnl`	Smooth activations and reproducibility in deep networks. CoRR Gil I. Shamir, Dong Lin, Lorenzo Coviello
2018	B	`conf`	Geometric shaping: low-density coding of Gaussian-like constellations. ITW Joseph J. Boutros, Uri Erez, Johannes Van Wonterghem, Gil I. Shamir, Gilles Zémor
2015	—	`conf`	Minimum description length (MDL) regularization for online learning. FE@NIPS Gil I. Shamir
2013	J	`jnl`	Universal Source Coding for Monotonic and Fast Decaying Monotonic Distributions. IEEE Trans. Inf. Theory Gil I. Shamir
2009	J	`jnl`	Universal source controlled channel decoding with nonsystematic quick-look-in turbo codes. IEEE Trans. Commun. Gil I. Shamir, Kai Xie
2008	J	`jnl`	Entropy of Patterns of i.i.d. Sequences - Part I: General Bounds. IEEE Trans. Inf. Theory Gil I. Shamir
2008	B	`conf`	Fountain codes for piecewise stationary channels. ISIT Bertrand Ndzana Ndzana, Andrew W. Eckford, Amin Shokrollahi, Gil I. Shamir
2008	B	`conf`	Low-complexity sequential probability estimation and universal compression for binary sequences with constrained distributions. ISIT Gil I. Shamir, Tjalling J. Tjalkens, Frans M. J. Willems
2007	—	`conf`	Comparing Different Transmission Strategies Using Turbo Codes for Nonuniform Memoryless Sources. ICC Gilberto Titericz Jr., Richard Demo Souza, Javier Garcia-Frías, Gil I. Shamir
2007	J	`jnl`	Patterns of i.i.d. Sequences and Their Entropy - Part II: Bounds for Some Distributions CoRR Gil I. Shamir
2007	J	`jnl`	Universal Context Based Decoding with Low-Density Parity-Check Codes. IEEE Commun. Lett. Li Wang, Gil I. Shamir
2007	Misc	`conf`	Universal Context Based Decoding with Non-systematic Low-Density Parity-Check Codes. CISS Li Wang, Gil I. Shamir, Joseph Boutros
2007	J	`jnl`	Universal Source Coding for Monotonic and Fast Decaying Monotonic Distributions CoRR Gil I. Shamir
2007	B	`conf`	Universal Source Coding for Monotonic and Fast Decaying Monotonic Distributions. ISIT Gil I. Shamir
2006	B	`conf`	Context Based Decoding of Split-LDPC Codes. GLOBECOM Gil I. Shamir, Li Wang, Joseph Boutros
2006	B	`conf`	EXIT Chart Analysis for Split-LDPC Codes. ISIT Kai Xie, Li Wang, Gil I. Shamir, Joseph J. Boutros
2006	B	`conf`	Iterative Estimation and Decoding for Gaussian Channels with Abruptly Changing Statistics. ISIT Wufei Zhang, Daniel J. Costello Jr., Thomas E. Fuja, Gil I. Shamir, Andrew W. Eckford
2006	B	`conf`	On Some Distributions and Their Pattern Entropies. ISIT Gil I. Shamir
2006	J	`jnl`	On the MDL principle for i.i.d. sources with large alphabets. IEEE Trans. Inf. Theory Gil I. Shamir
2006	J	`jnl`	Patterns of i.i.d. Sequences and Their Entropy - Part I: General Bounds CoRR Gil I. Shamir
2006	J	`jnl`	Universal Lossless Compression With Unknown Alphabets - The Average Case. IEEE Trans. Inf. Theory Gil I. Shamir
2006	J	`jnl`	Universal Lossless Compression with Unknown Alphabets - The Average Case CoRR Gil I. Shamir
2005	B	`conf`	BWT Based Universal Lossless Source Controlled Channel Decoding with Low Density Parity Check Codes. DCC Li Wang, Gil I. Shamir
2005	J	`jnl`	Bounds on the Entropy of Patterns of I.I.D. Sequences CoRR Gil I. Shamir
2005	B	`conf`	Bounds on the entropy of patterns of I.I.D. sequences. ITW Gil I. Shamir
2005	B	`conf`	Context and denoising based decoding of non-systematic turbo codes for redundant data. ISIT Kai Xie, Gil I. Shamir
2005	B	`conf`	Decoding of Non-Systematic Turbo Codes for Stationary Memoryless and Piecewise Stationary Memoryless Sequences. DCC Kai Xie, Gil I. Shamir
2005	B	`conf`	Design of non-systematic turbo codes for universal source controlled channel decoding. ITW Gil I. Shamir, Kai Xie
2005	B	`conf`	Estimation and decoding strategies for channels with abruptly changing statistics. ITW Wufei Zhang, Christian Koller, Andrew W. Eckford, Daniel J. Costello Jr., Thomas E. Fuja, Gil I. Shamir
2005	B	`conf`	Non-systematic low-density parity-check codes for nonuniform sources. ISIT Gil I. Shamir, Joseph J. Boutros
2005	B	`conf`	Non-systematic turbo coding with unequal energy allocation for nonuniform memoryless sources. ISIT Richard Demo Souza, Gil I. Shamir, Javier Garcia-Frías, Kai Xie
2005	B	`conf`	On the pointwise redundancy of the LZ78 algorithm. ISIT En-Hui Yang, Lihua Song, Gil I. Shamir, John C. Kieffer
2005	J	`jnl`	Universal lossless source controlled channel decoding for i.i.d. sequences. IEEE Commun. Lett. Gil I. Shamir, Kai Xie
2004	B	`conf`	Average case universal lossless compression with unknown alphabets. ISIT Gil I. Shamir
2004	B	`conf`	Sequential Universal Lossless Techniques for Compression of Patterns and Their Description Length. Data Compression Conference Gil I. Shamir
2004	J	`jnl`	Universal Lossless Coding for Sources With Repeating Statistics. IEEE Trans. Inf. Theory Gil I. Shamir, Daniel J. Costello Jr.
2004	B	`conf`	Universal lossless source controlled channel decoding. ISIT Kai Xie, Gil I. Shamir
2003	—	`conf`	On strongly sequential compression of sources with abrupt changes in statistics. ICC Gil I. Shamir
2001	J	`jnl`	On the redundancy of universal lossless coding for general piecewise stationary sources. Commun. Inf. Syst. Gil I. Shamir, Daniel J. Costello Jr.
2001	B	`conf`	Universal Lossless Compression of Piecewise Stationary Slowly Varying Sources. Data Compression Conference Gil I. Shamir, Daniel J. Costello Jr.
2000	J	`jnl`	Asymptotically optimal low-complexity sequential lossless coding for piecewise-stationary memoryless sources - Part 1: The regular case. IEEE Trans. Inf. Theory Gil I. Shamir, Daniel J. Costello Jr.
1999	J	`jnl`	Low-complexity sequential lossless coding for piecewise-stationary memoryless sources. IEEE Trans. Inf. Theory Gil I. Shamir, Neri Merhav