ICLR 2025 "sample efficiency" Papers

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Causal Information Prioritization for Efficient Reinforcement Learning

Hongye Cao, Fan Feng, Tianpei Yang et al.

ICLR 2025posterarXiv:2502.10097
3
citations

Conformal Generative Modeling with Improved Sample Efficiency through Sequential Greedy Filtering

Klaus-Rudolf Kladny, Bernhard Schölkopf, Michael Muehlebach

ICLR 2025posterarXiv:2410.01660
5
citations

Drama: Mamba-Enabled Model-Based Reinforcement Learning Is Sample and Parameter Efficient

Wenlong Wang, Ivana Dusparic, Yucheng Shi et al.

ICLR 2025posterarXiv:2410.08893
3
citations

Mind the GAP: Glimpse-based Active Perception improves generalization and sample efficiency of visual reasoning

Oleh Kolner, Thomas Ortner, Stanisław Woźniak et al.

ICLR 2025posterarXiv:2409.20213

ObscuraCoder: Powering Efficient Code LM Pre-Training Via Obfuscation Grounding

Indraneil Paul, Haoyi Yang, Goran Glavaš et al.

ICLR 2025posterarXiv:2504.00019
2
citations

PAL: Sample-Efficient Personalized Reward Modeling for Pluralistic Alignment

Daiwei Chen, Yi Chen, Aniket Rege et al.

ICLR 2025poster
9
citations

Revisiting Prefix-tuning: Statistical Benefits of Reparameterization among Prompts

Minh Le, Chau Nguyen, Huy Nguyen et al.

ICLR 2025posterarXiv:2410.02200
12
citations