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![]() Geometry of Neural Reinforcement Learning in Continuous State and Action SpacesInternational Conference on Learning Representations (ICLR), 2025 |
![]() Approximating Full Conformal Prediction for Neural Network Regression with Gauss-Newton InfluenceInternational Conference on Learning Representations (ICLR), 2025 |
![]() LEAD: Exploring Logit Space Evolution for Model SelectionComputer Vision and Pattern Recognition (CVPR), 2024 |
![]() Neural Functions for Learning Periodic SignalInternational Conference on Learning Representations (ICLR), 2025 |
Offline RL with Smooth OOD Generalization in Convex Hull and its NeighborhoodInternational Conference on Learning Representations (ICLR), 2025 |
![]() Spectral Insights into Data-Oblivious Critical Layers in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 |