Choromanski, Krzysztof M

14 publications

NeurIPS 2023 Dense-Exponential Random Features: Sharp Positive Estimators of the Gaussian Kernel Valerii Likhosherstov, Krzysztof M Choromanski, Kumar Avinava Dubey, Frederick Liu, Tamas Sarlos, Adrian Weller

NeurIPS 2023 Mnemosyne: Learning to Train Transformers with Transformers Deepali Jain, Krzysztof M Choromanski, Kumar Avinava Dubey, Sumeet Singh, Vikas Sindhwani, Tingnan Zhang, Jie Tan

NeurIPS 2023 Quasi-Monte Carlo Graph Random Features Isaac Reid, Krzysztof M Choromanski, Adrian Weller

NeurIPS 2022 Chefs' Random Tables: Non-Trigonometric Random Features Valerii Likhosherstov, Krzysztof M Choromanski, Kumar Avinava Dubey, Frederick Liu, Tamas Sarlos, Adrian Weller

NeurIPS 2021 Sub-Linear Memory: How to Make Performers SLiM Valerii Likhosherstov, Krzysztof M Choromanski, Jared Quincy Davis, Xingyou Song, Adrian Weller

NeurIPS 2020 Demystifying Orthogonal Monte Carlo and Beyond Han Lin, Haoxian Chen, Krzysztof M Choromanski, Tianyi Zhang, Clement Laroche

NeurIPS 2020 Effective Diversity in Population Based Reinforcement Learning Jack Parker-Holder, Aldo Pacchiano, Krzysztof M Choromanski, Stephen J. Roberts

NeurIPS 2020 Ode to an ODE Krzysztof M Choromanski, Jared Quincy Davis, Valerii Likhosherstov, Xingyou Song, Jean-Jacques Slotine, Jacob Varley, Honglak Lee, Adrian Weller, Vikas Sindhwani

NeurIPS 2019 From Complexity to Simplicity: Adaptive ES-Active Subspaces for Blackbox Optimization Krzysztof M Choromanski, Aldo Pacchiano, Jack Parker-Holder, Yunhao Tang, Vikas Sindhwani

NeurIPS 2018 Geometrically Coupled Monte Carlo Sampling Mark Rowland, Krzysztof M Choromanski, François Chalus, Aldo Pacchiano, Tamas Sarlos, Richard E Turner, Adrian Weller

NeurIPS 2017 On Blackbox Backpropagation and Jacobian Sensing Krzysztof M Choromanski, Vikas Sindhwani

NeurIPS 2017 The Unreasonable Effectiveness of Structured Random Orthogonal Embeddings Krzysztof M Choromanski, Mark Rowland, Adrian Weller

NeurIPS 2016 Orthogonal Random Features Felix Xinnan X Yu, Ananda Theertha Suresh, Krzysztof M Choromanski, Daniel N Holtmann-Rice, Sanjiv Kumar

NeurIPS 2013 Adaptive Anonymity via $b$-Matching Krzysztof M Choromanski, Tony Jebara, Kui Tang