Downey, Carlton

8 publications

TMLR 2023 VN-Transformer: Rotation-Equivariant Attention for Vector Neurons Serge Assaad, Carlton Downey, Rami Al-Rfou', Nigamaa Nayakanti, Benjamin Sapp

AAAI 2018 An Efficient, Expressive and Local Minima-Free Method for Learning Controlled Dynamical Systems Ahmed Hefny, Carlton Downey, Geoffrey J. Gordon

ICLR 2018 Initialization Matters: Orthogonal Predictive State Recurrent Neural Networks Krzysztof Choromanski, Carlton Downey, Byron Boots

NeurIPS 2018 Learning and Inference in Hilbert Space with Quantum Graphical Models Siddarth Srinivasan, Carlton Downey, Byron Boots

NeurIPS 2017 Predictive State Recurrent Neural Networks Carlton Downey, Ahmed Hefny, Byron Boots, Geoffrey J. Gordon, Boyue Li

UAI 2015 Large-Scale Randomized-Coordinate Descent Methods with Non-Separable Linear Constraints Sashank J. Reddi, Ahmed Hefny, Carlton Downey, Avinava Dubey, Suvrit Sra

NeurIPS 2015 Supervised Learning for Dynamical System Learning Ahmed Hefny, Carlton Downey, Geoffrey J. Gordon

ICML 2010 Temporal Difference Bayesian Model Averaging: A Bayesian Perspective on Adapting Lambda Carlton Downey, Scott Sanner