Pitkow, Xaq

9 publications

NeurIPS 2025 Intrinsic Goals for Autonomous Agents: Model-Based Exploration in Virtual Zebrafish Predicts Ethological Behavior and Whole-Brain Dynamics Reece Keller, Alyn Kirsch, Felix Pei, Xaq Pitkow, Leo Kozachkov, Aran Nayebi

NeurIPSW 2022 Attention as Inference with Third-Order Interactions Yicheng Fei, Xaq Pitkow

UAI 2022 Interpolating Between Sampling and Variational Inference with Infinite Stochastic Mixtures Richard D. Lange, Ari S. Benjamin, Ralf M. Haefner, Xaq Pitkow

NeurIPSW 2022 Learning Dynamics and Structure of Complex Systems Using Graph Neural Networks Zhe Li, Andreas S. Tolias, Xaq Pitkow

NeurIPS 2022 Phase Transitions in When Feedback Is Useful Lokesh Boominathan, Xaq Pitkow

ICLR 2020 Improved Memory in Recurrent Neural Networks with Sequential Non-Normal Dynamics A. Emin Orhan, Xaq Pitkow

NeurIPS 2020 Inverse Rational Control with Partially Observable Continuous Nonlinear Dynamics Minhae Kwon, Saurabh Daptardar, Paul R. Schrater, Xaq Pitkow

ICML 2018 Reviving and Improving Recurrent Back-Propagation Renjie Liao, Yuwen Xiong, Ethan Fetaya, Lisa Zhang, KiJung Yoon, Xaq Pitkow, Raquel Urtasun, Richard Zemel

ICLR 2018 Skip Connections Eliminate Singularities Emin Orhan, Xaq Pitkow