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Csaba Szepesv\'ari

Identifiers

  • name variant Csaba Szepesv\'ari 0.60 · backfill

Papers (36)

  1. Sharper Guarantees for Misspecified Kernelized Bandit Optimization cs.LG · 2026 · author #2
  2. To See the Unseen: on the Generalization Ability of Transformers in Symbolic Reasoning cs.AI · 2026 · author #4
  3. Revisiting Subgradient Dominance in Robust MDPs: Counterexamples, Hardness, and Sufficient Conditions math.OC · 2026 · author #5
  4. Learning What to Recommend: Minimax Optimal Simple Regret in Logistic Bandits cs.LG · 2026 · author #5
  5. Eluder dimension: localise it! cs.LG · 2026 · author #5
  6. Learning to Reason Efficiently with Discounted Reinforcement Learning cs.LG · 2025 · author #4
  7. Trajectory Data Suffices for Statistically Efficient Policy Evaluation in Fixed-Horizon Offline RL with Linear $q^\pi$-Realizability and Concentrability cs.LG · 2025 · author #2
  8. Exploration via linearly perturbed loss minimisation cs.LG · 2023 · author #4
  9. Distribution-Dependent Analysis of Gibbs-ERM Principle cs.LG · 2019 · author #3
  10. Online Algorithm for Unsupervised Sensor Selection cs.LG · 2019 · author #3
  11. Online Learning to Rank with Features stat.ML · 2018 · author #3
  12. LeapsAndBounds: A Method for Approximately Optimal Algorithm Configuration cs.LG · 2018 · author #3
  13. Linear Stochastic Approximation: Constant Step-Size and Iterate Averaging cs.LG · 2017 · author #2
  14. A Modular Analysis of Adaptive (Non-)Convex Optimization: Optimism, Composite Objectives, and Variational Bounds cs.LG · 2017 · author #3
  15. Mixing time estimation in reversible Markov chains from a single sample path math.ST · 2017 · author #5
  16. Structured Best Arm Identification with Fixed Confidence cs.LG · 2017 · author #3
  17. Bernoulli Rank-$1$ Bandits for Click Feedback cs.LG · 2017 · author #3
  18. Following the Leader and Fast Rates in Linear Prediction: Curved Constraint Sets and Other Regularities cs.LG · 2017 · author #4
  19. SDP Relaxation with Randomized Rounding for Energy Disaggregation cs.LG · 2016 · author #3
  20. Multiclass Classification Calibration Functions stat.ML · 2016 · author #2
  21. Max-affine estimators for convex stochastic programming math.OC · 2016 · author #3
  22. Chaining Bounds for Empirical Risk Minimization stat.ML · 2016 · author #3
  23. Policy Error Bounds for Model-Based Reinforcement Learning with Factored Linear Models stat.ML · 2016 · author #2
  24. Conservative Bandits stat.ML · 2016 · author #4
  25. DCM Bandits: Learning to Rank with Multiple Clicks cs.LG · 2016 · author #3
  26. Online Learning with Gaussian Payoffs and Side Observations stat.ML · 2015 · author #3
  27. Fast Cross-Validation for Incremental Learning stat.ML · 2015 · author #3
  28. Mixing Time Estimation in Reversible Markov Chains from a Single Sample Path cs.LG · 2015 · author #3
  29. Cumulative Prospect Theory Meets Reinforcement Learning: Prediction and Control cs.LG · 2015 · author #5
  30. Optimal Resource Allocation with Semi-Bandit Feedback cs.LG · 2014 · author #3
  31. Adaptive Monte Carlo via Bandit Allocation cs.AI · 2014 · author #4
  32. Online Learning under Delayed Feedback cs.LG · 2013 · author #3
  33. A Randomized Mirror Descent Algorithm for Large Scale Multiple Kernel Learning cs.LG · 2012 · author #3
  34. Non-trivial two-armed partial-monitoring games are bandits cs.LG · 2011 · author #3
  35. Toward a Classification of Finite Partial-Monitoring Games cs.GT · 2011 · author #4
  36. Estimation of R\'enyi Entropy and Mutual Information Based on Generalized Nearest-Neighbor Graphs stat.ML · 2010 · author #3

Mentions

  • 1510.08108 #3 · backfill · confidence 0.70 Csaba Szepesv\'ari
  • 2311.07565 #4 · arxiv_oai · confidence 0.70 Csaba Szepesv\'ari
  • 1709.04073 #2 · arxiv_oai · confidence 0.70 Csaba Szepesv\'ari
  • 1609.06331 #3 · arxiv_oai · confidence 0.70 Csaba Szepesv\'ari
  • 1507.00066 #3 · backfill · confidence 0.70 Csaba Szepesv\'ari
  • 1506.02903 #3 · backfill · confidence 0.70 Csaba Szepesv\'ari
  • 1506.02632 #5 · backfill · confidence 0.70 Csaba Szepesv\'ari
  • 2510.03494 #2 · arxiv_oai · confidence 0.70 Csaba Szepesv\'ari
  • 1406.3840 #3 · backfill · confidence 0.70 Csaba Szepesv\'ari
  • 1405.3318 #4 · backfill · confidence 0.70 Csaba Szepesv\'ari
  • 2601.21167 #5 · arxiv_oai · confidence 0.70 Csaba Szepesv\'ari
  • 1306.0686 #3 · backfill · confidence 0.70 Csaba Szepesv\'ari
  • 2510.23486 #4 · arxiv_oai · confidence 0.70 Csaba Szepesv\'ari
  • 1205.0288 #3 · backfill · confidence 0.70 Csaba Szepesv\'ari
  • 1108.4961 #3 · backfill · confidence 0.70 Csaba Szepesv\'ari
  • 1102.2041 #4 · backfill · confidence 0.70 Csaba Szepesv\'ari
  • 1003.1954 #3 · backfill · confidence 0.70 Csaba Szepesv\'ari

Frequent Coauthors