Krzysztof Choromanski
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
38
Venues
13
Active years
2012–2025
Best venue rank
A*
Where they publish
Papers
38 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICRA | Achieving Human Level Competitive Robot Table Tennis. | David B. D'Ambrosio, Saminda Abeyruwan, Laura Graesser, Atil Iscen, Heni Ben Amor, Alex Bewley, Barney J. Reed, Krista Reymann, Leila Takayama, Yuval Tassa, Krzysztof Choromanski, Erwin Coumans, Deepali Jain, Navdeep Jaitly, Natasha Jaques, Satoshi Kataoka, Yuheng Kuang, Nevena Lazic, Reza Mahjourian, Sherry Moore, Kenneth Oslund, Anish Shankar, Vikas Sindhwani, Vincent Vanhoucke, Grace Vesom, Peng Xu, Pannag R. Sanketi |
| 2024 | AISTATS | Learning a Fourier Transform for Linear Relative Positional Encodings in Transformers. | Krzysztof Choromanski, Shanda Li, Valerii Likhosherstov, Kumar Avinava Dubey, Shengjie Luo, Di He, Yiming Yang, Tams Sarls, Thomas Weingarten, Adrian Weller |
| 2024 | ICASSP | Augmenting Conformers With Structured State-Space Sequence Models For Online Speech Recognition. | Haozhe Shan, Albert Gu, Zhong Meng, Weiran Wang, Krzysztof Choromanski, Tara N. Sainath |
| 2024 | ICRA | SARA-RT: Scaling up Robotics Transformers with Self-Adaptive Robust Attention. | Isabel Leal, Krzysztof Choromanski, Deepali Jain, Avinava Dubey, Jake Varley, Michael S. Ryoo, Yao Lu, Frederick Liu, Vikas Sindhwani, Quan Vuong, Tams Sarls, Ken Oslund, Karol Hausman, Kanishka Rao |
| 2024 | IROS | Embodied AI with Two Arms: Zero-shot Learning, Safety and Modularity. | Jake Varley, Sumeet Singh, Deepali Jain, Krzysztof Choromanski, Andy Zeng, Somnath Basu Roy Chowdhury, Avinava Dubey, Vikas Sindhwani |
| 2023 | AAAI | On the Expressive Flexibility of Self-Attention Matrices. | Valerii Likhosherstov, Krzysztof Choromanski, Adrian Weller |
| 2022 | ICASSP | Improving The Latency And Quality Of Cascaded Encoders. | Tara N. Sainath, Yanzhang He, Arun Narayanan, Rami Botros, Weiran Wang, David Qiu, Chung-Cheng Chiu, Rohit Prabhavalkar, Alexander Gruenstein, Anmol Gulati, Bo Li, David Rybach, Emmanuel Guzman, Ian McGraw, James Qin, Krzysztof Choromanski, Qiao Liang, Robert David, Ruoming Pang, Shuo-Yiin Chang, Trevor Strohman, W. Ronny Huang, Wei Han, Yonghui Wu, Yu Zhang |
| 2022 | ICML | From block-Toeplitz matrices to differential equations on graphs: towards a general theory for scalable masked Transformers. | Krzysztof Choromanski, Han Lin, Haoxian Chen, Tianyi Zhang, Arijit Sehanobish, Valerii Likhosherstov, Jack Parker-Holder, Tams Sarls, Adrian Weller, Thomas Weingarten |
| 2021 | AISTATS | CWY Parametrization: a Solution for Parallelized Optimization of Orthogonal and Stiefel Matrices. | Valerii Likhosherstov, Jared Davis, Krzysztof Choromanski, Adrian Weller |
| 2021 | ICML | Catformer: Designing Stable Transformers via Sensitivity Analysis. | Jared Quincy Davis, Albert Gu, Krzysztof Choromanski, Tri Dao, Christopher R, Chelsea Finn, Percy Liang |
| 2021 | ICML | Debiasing a First-order Heuristic for Approximate Bi-level Optimization. | Valerii Likhosherstov, Xingyou Song, Krzysztof Choromanski, Jared Quincy Davis, Adrian Weller |
| 2021 | UAI | Towards tractable optimism in model-based reinforcement learning. | Aldo Pacchiano, Philip J. Ball, Jack Parker-Holder, Krzysztof Choromanski, Stephen Roberts |
| 2020 | AISTATS | Practical Nonisotropic Monte Carlo Sampling in High Dimensions via Determinantal Point Processes. | Krzysztof Choromanski, Aldo Pacchiano, Jack Parker-Holder, Yunhao Tang |
| 2020 | AISTATS | Variance Reduction for Evolution Strategies via Structured Control Variates. | Yunhao Tang, Krzysztof Choromanski, Alp Kucukelbir |
| 2020 | ICLR | ES-MAML: Simple Hessian-Free Meta Learning. | Xingyou Song, Wenbo Gao, Yuxiang Yang, Krzysztof Choromanski, Aldo Pacchiano, Yunhao Tang |
| 2020 | ICML | Ready Policy One: World Building Through Active Learning. | Philip J. Ball, Jack Parker-Holder, Aldo Pacchiano, Krzysztof Choromanski, Stephen J. Roberts |
| 2020 | ICML | Stochastic Flows and Geometric Optimization on the Orthogonal Group. | Krzysztof Choromanski, David Cheikhi, Jared Davis, Valerii Likhosherstov, Achille Nazaret, Achraf Bahamou, Xingyou Song, Mrugank Akarte, Jack Parker-Holder, Jacob Bergquist, Yuan Gao, Aldo Pacchiano, Tams Sarls, Adrian Weller, Vikas Sindhwani |
| 2020 | ICML | Learning to Score Behaviors for Guided Policy Optimization. | Aldo Pacchiano, Jack Parker-Holder, Yunhao Tang, Krzysztof Choromanski, Anna Choromanska, Michael I. Jordan |
| 2020 | IROS | Robotic Table Tennis with Model-Free Reinforcement Learning. | Wenbo Gao, Laura Graesser, Krzysztof Choromanski, Xingyou Song, Nevena Lazic, Pannag Sanketi, Vikas Sindhwani, Navdeep Jaitly |
| 2020 | IROS | Rapidly Adaptable Legged Robots via Evolutionary Meta-Learning. | Xingyou Song, Yuxiang Yang, Krzysztof Choromanski, Ken Caluwaerts, Wenbo Gao, Chelsea Finn, Jie Tan |
| 2020 | ICRA | Unsupervised Anomaly Detection for Self-flying Delivery Drones. | Vikas Sindhwani, Hakim Sidahmed, Krzysztof Choromanski, Brandon Jones |
| 2019 | AISTATS | KAMA-NNs: Low-dimensional Rotation Based Neural Networks. | Krzysztof Choromanski, Aldo Pacchiano, Jeffrey Pennington, Yunhao Tang |
| 2019 | AISTATS | Orthogonal Estimation of Wasserstein Distances. | Mark Rowland, Jiri Hron, Yunhao Tang, Krzysztof Choromanski, Tams Sarls, Adrian Weller |
| 2019 | CoRL | Provably Robust Blackbox Optimization for Reinforcement Learning. | Krzysztof Choromanski, Aldo Pacchiano, Jack Parker-Holder, Yunhao Tang, Deepali Jain, Yuxiang Yang, Atil Iscen, Jasmine Hsu, Vikas Sindhwani |
| 2019 | ICML | Unifying Orthogonal Monte Carlo Methods. | Krzysztof Choromanski, Mark Rowland, Wenyu Chen, Adrian Weller |
| 2018 | AISTATS | The Geometry of Random Features. | Krzysztof Choromanski, Mark Rowland, Tams Sarls, Vikas Sindhwani, Richard E. Turner, Adrian Weller |
| 2018 | ICLR | Initialization matters: Orthogonal Predictive State Recurrent Neural Networks. | Krzysztof Choromanski, Carlton Downey, Byron Boots |
| 2018 | ICML | Structured Evolution with Compact Architectures for Scalable Policy Optimization. | Krzysztof Choromanski, Mark Rowland, Vikas Sindhwani, Richard E. Turner, Adrian Weller |
| 2018 | ICRA | VisualBackProp: Efficient Visualization of CNNs for Autonomous Driving. | Mariusz Bojarski, Anna Choromanska, Krzysztof Choromanski, Bernhard Firner, Larry J. Ackel, Urs Muller, Philip Yeres, Karol Zieba |
| 2018 | ICRA | Optimizing Simulations with Noise-Tolerant Structured Exploration. | Krzysztof Choromanski, Atil Iscen, Vikas Sindhwani, Jie Tan, Erwin Coumans |
| 2018 | SC | Adaptive anonymization of data using b-edge cover. | Arif Khan, Krzysztof Choromanski, Alex Pothen, S. M. Ferdous, Mahantesh Halappanavar, Antonino Tumeo |
| 2018 | SDM | Graph sketching-based Space-efficient Data Clustering. | Anne Morvan, Krzysztof Choromanski, Cdric Gouy-Pailler, Jamal Atif |
| 2017 | AISTATS | Structured adaptive and random spinners for fast machine learning computations. | Mariusz Bojarski, Anna Choromanska, Krzysztof Choromanski, Francois Fagan, Cdric Gouy-Pailler, Anne Morvan, Nourhan Sakr, Tams Sarls, Jamal Atif |
| 2016 | AISTATS | Quantization based Fast Inner Product Search. | Ruiqi Guo, Sanjiv Kumar, Krzysztof Choromanski, David Simcha |
| 2016 | ICML | Binary embeddings with structured hashed projections. | Anna Choromanska, Krzysztof Choromanski, Mariusz Bojarski, Tony Jebara, Sanjiv Kumar, Yann LeCun |
| 2016 | ICML | Recycling Randomness with Structure for Sublinear time Kernel Expansions. | Krzysztof Choromanski, Vikas Sindhwani |
| 2013 | ALT | Differentially-Private Learning of Low Dimensional Manifolds. | Anna Choromanska, Krzysztof Choromanski, Geetha Jagannathan, Claire Monteleoni |
| 2012 | PODS | The power of the dinur-nissim algorithm: breaking privacy of statistical and graph databases. | Krzysztof Choromanski, Tal Malkin |