Christoph Dann

Identifiers

• name variant Christoph Dann 0.60 · backfill

Papers (34)

1. Theoretical Foundations and Effective Algorithms for Policy-Aware Simulator Learning cs.LG · 2026 · author #1
2. Mitigating Preference Hacking in Policy Optimization with Pessimism cs.LG · 2025 · author #3
3. Can RLHF be More Efficient with Imperfect Reward Models? A Policy Coverage Perspective cs.LG · 2025 · author #3
4. Design Considerations in Offline Preference-based RL cs.LG · 2025 · author #2
5. Conditional Language Policy: A General Framework for Steerable Multi-Objective Finetuning cs.LG · 2024 · author #5
6. Rate-Preserving Reductions for Blackwell Approachability stat.ML · 2024 · author #1
7. A Minimaximalist Approach to Reinforcement Learning from Human Feedback cs.LG · 2024 · author #2
8. Data-Driven Online Model Selection With Regret Guarantees cs.LG · 2023 · author #2
9. A Blackbox Approach to Best of Both Worlds in Bandits and Beyond cs.LG · 2023 · author #1
10. Best of Both Worlds Policy Optimization cs.LG · 2023 · author #1
11. Pseudonorm Approachability and Applications to Regret Minimization cs.LG · 2023 · author #1
12. Learning in POMDPs is Sample-Efficient with Hindsight Observability cs.LG · 2023 · author #3
13. A Unified Algorithm for Stochastic Path Problems cs.LG · 2022 · author #1
14. A Provably Efficient Model-Free Posterior Sampling Method for Episodic Reinforcement Learning cs.LG · 2022 · author #1
15. Best of Both Worlds Model Selection cs.LG · 2022 · author #2
16. Guarantees for Epsilon-Greedy Reinforcement Learning with Function Approximation cs.LG · 2022 · author #1
17. Same Cause; Different Effects in the Brain q-bio.NC · 2022 · author #4
18. A Model Selection Approach for Corruption Robust Reinforcement Learning cs.LG · 2021 · author #2
19. Beyond Value-Function Gaps: Improved Instance-Dependent Regret Bounds for Episodic Reinforcement Learning cs.LG · 2021 · author #1
20. Agnostic Reinforcement Learning with Low-Rank MDPs and Rich Observations cs.LG · 2021 · author #1
21. Neural Active Learning with Performance Guarantees cs.LG · 2021 · author #2
22. Regret Bound Balancing and Elimination for Model Selection in Bandits and RL cs.LG · 2020 · author #2
23. Reinforcement Learning with Feedback Graphs cs.LG · 2020 · author #1
24. Being Optimistic to Be Conservative: Quickly Learning a CVaR Policy cs.LG · 2019 · author #2
25. Policy Certificates: Towards Accountable Reinforcement Learning cs.LG · 2018 · author #1
26. On Oracle-Efficient PAC RL with Rich Observations cs.LG · 2018 · author #1
27. Decoupling Learning Rules from Representations cs.AI · 2017 · author #2
28. Unifying PAC and Regret: Uniform PAC Bounds for Episodic Reinforcement Learning cs.LG · 2017 · author #1
29. Sample Efficient Policy Search for Optimal Stopping Domains cs.AI · 2017 · author #2
30. Memory Lens: How Much Memory Does an Agent Use? cs.AI · 2016 · author #1
31. Thoughts on Massively Scalable Gaussian Processes cs.LG · 2015 · author #2
32. Sample Complexity of Episodic Fixed-Horizon Reinforcement Learning stat.ML · 2015 · author #1
33. The Human Kernel cs.LG · 2015 · author #2
34. Bayesian Time-of-Flight for Realtime Shape, Illumination and Albedo cs.CV · 2015 · author #2

Mentions

• 2502.19255 #3 · arxiv_oai · confidence 0.70 Christoph Dann
• 2503.06810 #3 · arxiv_oai · confidence 0.70 Christoph Dann
• 2502.06861 #2 · arxiv_oai · confidence 0.70 Christoph Dann
• 2110.03580 #2 · arxiv_oai · confidence 0.70 Christoph Dann
• 2407.15762 #5 · arxiv_oai · confidence 0.70 Christoph Dann
• 2406.07585 #1 · arxiv_oai · confidence 0.70 Christoph Dann
• 2401.04056 #2 · arxiv_oai · confidence 0.70 Christoph Dann
• 2306.02869 #2 · arxiv_oai · confidence 0.70 Christoph Dann
• 2302.09739 #1 · arxiv_oai · confidence 0.70 Christoph Dann
• 2302.09408 #1 · arxiv_oai · confidence 0.70 Christoph Dann
• 2301.13857 #3 · arxiv_oai · confidence 0.70 Christoph Dann
• 2302.01517 #1 · arxiv_oai · confidence 0.70 Christoph Dann
• 2210.09255 #1 · arxiv_oai · confidence 0.70 Christoph Dann
• 2208.10904 #1 · arxiv_oai · confidence 0.70 Christoph Dann
• 2206.14912 #2 · arxiv_oai · confidence 0.70 Christoph Dann
• 2206.09421 #1 · arxiv_oai · confidence 0.70 Christoph Dann
• 2202.10376 #4 · arxiv_oai · confidence 0.70 Christoph Dann
• 2107.01264 #1 · arxiv_oai · confidence 0.70 Christoph Dann
• 2106.11519 #1 · arxiv_oai · confidence 0.70 Christoph Dann
• 2106.03243 #2 · arxiv_oai · confidence 0.70 Christoph Dann
• 2012.13045 #2 · arxiv_oai · confidence 0.70 Christoph Dann
• 2005.03789 #1 · arxiv_oai · confidence 0.70 Christoph Dann
• 1911.01546 #2 · arxiv_oai · confidence 0.70 Christoph Dann
• 1811.03056 #1 · arxiv_oai · confidence 0.70 Christoph Dann
• 1803.00606 #1 · arxiv_oai · confidence 0.70 Christoph Dann
• 1703.07710 #1 · arxiv_oai · confidence 0.70 Christoph Dann
• 1706.03100 #2 · arxiv_oai · confidence 0.70 Christoph Dann
• 1702.06238 #2 · arxiv_oai · confidence 0.70 Christoph Dann
• 1611.06928 #1 · arxiv_oai · confidence 0.70 Christoph Dann
• 1510.08906 #1 · arxiv_oai · confidence 0.70 Christoph Dann
• 1510.07389 #2 · arxiv_oai · confidence 0.70 Christoph Dann
• 1511.01870 #2 · arxiv_oai · confidence 0.70 Christoph Dann
• 1507.06173 #2 · arxiv_oai · confidence 0.70 Christoph Dann
• 1511.01870 #2 · backfill · confidence 0.70 Christoph Dann
• 1510.08906 #1 · backfill · confidence 0.70 Christoph Dann
• 1510.07389 #2 · backfill · confidence 0.70 Christoph Dann
• 1507.06173 #2 · backfill · confidence 0.70 Christoph Dann
• 2605.29032 #1 · arxiv_oai · confidence 0.70 Christoph Dann

Frequent Coauthors

• Mehryar Mohri 8 shared papers
• Alekh Agarwal 6 shared papers
• Emma Brunskill 6 shared papers
• Julian Zimmert 6 shared papers
• Yishay Mansour 6 shared papers
• Ayush Sekhari 4 shared papers
• Chen-Yu Wei 4 shared papers
• Claudio Gentile 4 shared papers
• Aldo Pacchiano 3 shared papers
• Karthik Sridharan 3 shared papers
• Andrew Gordon Wilson 2 shared papers
• Balasubramanian Sivan 2 shared papers
• Jon Schneider 2 shared papers
• Rahul Kidambi 2 shared papers
• Sebastian Nowozin 2 shared papers
• Teodor V. Marinov 2 shared papers
• Tong Zhang 2 shared papers
• Adam Fisch 1 shared papers
• Akshay Krishnamurthy 1 shared papers
• Alexandre Ram\'e 1 shared papers