Vudtiwat Ngampruetikorn

14 papers A* 3Journal 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Stochastic Resetting Accelerates Policy Convergence in Reinforcement Learning. CoRR Jello Zhou, Vudtiwat Ngampruetikorn, David J. Schwab
2025	J	`jnl`	Data coarse graining can improve model performance. CoRR Alex Nguyen, David J. Schwab, Vudtiwat Ngampruetikorn
2025	J	`jnl`	Understanding temperature tuning in energy-based models. CoRR Peter W. Fields, Vudtiwat Ngampruetikorn, David J. Schwab, Stephanie E. Palmer
2025	A*	`conf`	When can in-context learning generalize out of task distribution? ICML Page C. Goddard, Lindsay M. Smith, Vudtiwat Ngampruetikorn, David J. Schwab
2025	J	`jnl`	When can in-context learning generalize out of task distribution? CoRR Page C. Goddard, Lindsay M. Smith, Vudtiwat Ngampruetikorn, David J. Schwab
2024	J	`jnl`	Generalization vs. Specialization under Concept Shift. CoRR Alex Nguyen, David J. Schwab, Vudtiwat Ngampruetikorn
2023	J	`jnl`	Generalized Information Bottleneck for Gaussian Variables. CoRR Vudtiwat Ngampruetikorn, David J. Schwab
2023	J	`jnl`	Random-Energy Secret Sharing via Extreme Synergy. CoRR Vudtiwat Ngampruetikorn, David J. Schwab
2022	A*	`conf`	Information bottleneck theory of high-dimensional regression: relevancy, efficiency and optimality. NeurIPS Vudtiwat Ngampruetikorn, David J. Schwab
2022	J	`jnl`	Information bottleneck theory of high-dimensional regression: relevancy, efficiency and optimality. CoRR Vudtiwat Ngampruetikorn, David J. Schwab
2021	A*	`conf`	Perturbation Theory for the Information Bottleneck. NeurIPS Vudtiwat Ngampruetikorn, David J. Schwab
2021	J	`jnl`	Perturbation Theory for the Information Bottleneck. CoRR Vudtiwat Ngampruetikorn, David J. Schwab
2017	J	`jnl`	Exploiting ecology in drug pulse sequences in favour of population reduction. PLoS Comput. Biol. Marianne Bauer, Isabella R. Graf, Vudtiwat Ngampruetikorn, Greg J. Stephens, Erwin Frey
2015	J	`jnl`	Bias, Belief and Consensus: Collective opinion formation on fluctuating networks. CoRR Vudtiwat Ngampruetikorn, Greg J. Stephens