EH
Elad Hazan
cs.LGstat.MLmath.OCcs.AIcs.DScs.SYeess.SYcs.GTcs.CLcs.RO
On Valency
published · living versionsW_zxxt5mf8·v1 · currentpublished
Preprints & journals
118 papers in the corpus · 2006–2026Tracking a Small Set of Experts in Online Convex Optimization2610.20416v1 · Angelos Assos, Anand Brahmbhatt, Elad Hazan2026 · 0 citationsarXiv
Oracle-Efficient Online Classification with Stochastic Inputs and Adversarial Outputs2609.33760v2 · Gon Buzaglo, Elad Hazan2026 · 0 citationsarXiv
A Linearly Convergent Projection-Free Algorithm for Smooth Convex Sets2608.04321v2 · Elad Hazan2026 · 0 citationsarXiv
Spectral Distillation: From Nonlinear Dynamics to Linear State-Space Models2608.05416v1 · Liane Galanti, Devan Shah, Shlomo Fortgang et al.2026 · 0 citationsarXiv
A Memory Efficient Unified Algorithm for Online Learning of Linear Dynamical Systems2607.02050v2 · Yuval Ran-Milo, Angelos Assos, Elad Hazan2026 · 0 citationsarXiv
The Power of Second Order Methods for Sequence Preconditioning2605.08390v2 · Annie Marsden, Elad Hazan2026 · 0 citationsarXiv
RubiConv -- Efficient Boundary-Respecting Convolutions2605.08451v1 · Linda Friso, Annie Marsden, Xinyi Chen et al.2026 · 0 citationsarXiv
AI Alignment via Incentives and Correction2605.01643v3 · Rohit Agarwal, Joshua Lin, Mark Braverman et al.2026 · 0 citationsarXiv
Spectral Filtering for Complex Linear Dynamical Systems2601.22400v2 · Elad Hazan, Annie Marsden2026 · 0 citationsarXiv
SFO: Learning PDE Operators via Spectral Filtering2601.17090v3 · Noam Koren, Rafael Moschopoulos, Kira Radinsky et al.2026 · 0 citationsarXiv
Research Program: Theory of Learning in Dynamical Systems2512.19410v1 · Elad Hazan, Shai Shalev Shwartz, Nathan Srebro2025 · 0 citationsarXiv
The Hidden Game Problem2510.03845v1 · Gon Buzaglo, Noah Golowich, Elad Hazan2025 · 0 citationsarXiv
Universal Learning of Nonlinear Dynamics2508.11990v2 · Evan Dogariu, Anand Brahmbhatt, Elad Hazan2025 · 0 citationsarXiv
Efficient Spectral Control of Partially Observed Linear Dynamical Systems2505.20943v1 · Anand Brahmbhatt, Gon Buzaglo, Sofiia Druchyna et al.2025 · 0 citationsarXiv
SpectraLDS: Provable Distillation for Linear Dynamical Systems2505.17868v2 · Devan Shah, Shlomo Fortgang, Sofiia Druchyna et al.2025 · 0 citationsarXiv
A New Approach to Controlling Linear Dynamical Systems2504.03952v1 · Anand Brahmbhatt, Gon Buzaglo, Sofiia Druchyna et al.2025 · 0 citationsarXiv
Universal Sequence Preconditioning2502.06545v5 · Annie Marsden, Elad Hazan2025 · 0 citationsarXiv
Provable Length Generalization in Sequence Prediction via Spectral Filtering2411.01035v1 · Annie Marsden, Evan Dogariu, Naman Agarwal et al.2024 · 0 citationsarXiv
FutureFill: Fast Generation from Convolutional Sequence Models2410.03766v3 · Naman Agarwal, Xinyi Chen, Evan Dogariu et al.2024 · 0 citationsarXiv
Flash STU: Fast Spectral Transform Units2409.10489v6 · Y. Isabel Liu, Windsor Nguyen, Yagiz Devre et al.2024 · 0 citationsProceedings of the 2025 IEEE 64th Conference on Decision and Control (CDC), pp. 165-171, 2025
Online Control in Population Dynamics2406.01799v2 · Noah Golowich, Elad Hazan, Zhou Lu et al.2024 · 0 citationsarXiv
Second Order Methods for Bandit Optimization and Control2402.08929v2 · Arun Suggala, Y. Jennifer Sun, Praneeth Netrapalli et al.2024 · 0 citationsarXiv
Adaptive Regret for Bandits Made Possible: Two Queries Suffice2401.09278v1 · Zhou Lu, Qiuyi Zhang, Xinyi Chen et al.2024 · 0 citationsarXiv
Chain of LoRA: Efficient Fine-tuning of Language Models via Residual Learning2401.04151v1 · Wenhan Xia, Chengwei Qin, Elad Hazan2024 · 9 citationsarXiv
Spectral State Space Models2312.06837v4 · Naman Agarwal, Daniel Suo, Xinyi Chen et al.2023 · 0 citationsarXiv
Playing Large Games with Oracles and AI Debate2312.04792v4 · Xinyi Chen, Angelica Chen, Dean Foster et al.2023 · 1 citationarXiv
An Efficient Interior-Point Method for Online Convex Optimization2307.11668v1 · Elad Hazan, Nimrod Megiddo2023 · 1 citationarXiv
Online Learning for Obstacle Avoidance2306.08776v2 · David Snyder, Meghan Booker, Nathaniel Simon et al.2023 · 0 citationsarXiv
Online Nonstochastic Model-Free Reinforcement Learning2305.17552v2 · Udaya Ghai, Arushi Gupta, Wenhan Xia et al.2023 · 2 citationsarXiv
Optimal Rates for Bandit Nonstochastic Control2305.15352v3 · Y. Jennifer Sun, Stephen Newman, Elad Hazan2023 · 0 citationsarXiv
Sketchy: Memory-efficient Adaptive Regularization with Frequent Directions2302.03764v2 · Vladimir Feinberg, Xinyi Chen, Y. Jennifer Sun et al.2023 · 2 citationsarXiv
A Nonstochastic Control Approach to Optimization2301.07902v3 · Xinyi Chen, Elad Hazan2023 · 0 citationsarXiv
Projection-free Adaptive Regret with Membership Oracles2211.12638v2 · Zhou Lu, Nataly Brukhim, Paula Gradu et al.2022 · 2 citationsarXiv
Best of Both Worlds in Online Control: Competitive Ratio and Policy Regret2211.11219v1 · Gautam Goel, Naman Agarwal, Karan Singh et al.2022 · 5 citationsarXiv
Introduction to Online Control2211.09619v8 · Elad Hazan, Karan Singh2022 · 9 citationsarXiv
Partial Matrix Completion2208.12063v2 · Elad Hazan, Adam Tauman Kalai, Varun Kanade et al.2022 · 0 citationsarXiv
On the Computational Efficiency of Adaptive and Dynamic Regret Minimization2207.00646v4 · Zhou Lu, Elad Hazan2022 · 0 citationsarXiv
Adaptive Online Learning of Quantum States2206.00220v2 · Xinyi Chen, Elad Hazan, Tongyang Li et al.2022 · 5 citationsQuantum 8, 1471 (2024)
Non-convex online learning via algorithmic equivalence2205.15235v2 · Udaya Ghai, Zhou Lu, Elad Hazan2022 · 2 citationsarXiv
Adaptive Gradient Methods with Local Guarantees2203.01400v3 · Zhou Lu, Wenhan Xia, Sanjeev Arora et al.2022 · 0 citationsarXiv
Online Control of Unknown Time-Varying Dynamical Systems2202.07890v1 · Edgar Minasyan, Paula Gradu, Max Simchowitz et al.2022 · 6 citationsarXiv
A Regret Minimization Approach to Multi-Agent Control2201.13288v3 · Udaya Ghai, Udari Madhushani, Naomi Leonard et al.2022 · 3 citationsProceedings of the 39th International Conference on Machine Learning, PMLR 162:7422-7434, 2022
Machine Learning for Mechanical Ventilation Control (Extended Abstract)2111.10434v3 · Daniel Suo, Naman Agarwal, Wenhan Xia et al.2021 · 0 citationsarXiv
Provable Regret Bounds for Deep Online Learning and Control2110.07807v3 · Xinyi Chen, Edgar Minasyan, Jason D. Lee et al.2021 · 2 citationsarXiv
A Boosting Approach to Reinforcement Learning2108.09767v2 · Nataly Brukhim, Elad Hazan, Karan Singh2021 · 4 citationsarXiv
Robust Online Control with Model Misspecification2107.07732v2 · Xinyi Chen, Udaya Ghai, Elad Hazan et al.2021 · 0 citationsarXiv
A Regret Minimization Approach to Iterative Learning Control2102.13478v1 · Naman Agarwal, Elad Hazan, Anirudha Majumdar et al.2021 · 7 citationsarXiv
Deluca -- A Differentiable Control Library: Environments, Methods, and Benchmarking2102.09968v1 · Paula Gradu, John Hallman, Daniel Suo et al.2021 · 5 citationsarXiv
Boosting for Online Convex Optimization2102.09305v1 · Elad Hazan, Karan Singh2021 · 3 citationsarXiv
Machine Learning for Mechanical Ventilation Control2102.06779v4 · Daniel Suo, Naman Agarwal, Wenhan Xia et al.2021 · 15 citationsarXiv
Career total: 240 works. 118 are in this corpus.Showing the 50 most recent.
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