| TRAINING NEURAL NETWORKS USING LEARNED OPTIMIZERS D Jain, KM Choromanski, S Singh, V Sindhwani, T Zhang, J Tan, ... US Patent App. 18/430,586, 2024 | | 2024 |
| Conditioned Language Policy: A General Framework for Steerable Multi-Objective Finetuning K Wang, R Kidambi, R Sullivan, A Agarwal, C Dann, A Michi, M Gelmi, ... arXiv preprint arXiv:2407.15762, 2024 | | 2024 |
| Structured Unrestricted-Rank Matrices for Parameter Efficient Fine-tuning A Sehanobish, A Dubey, K Choromanski, SBR Chowdhury, D Jain, ... arXiv preprint arXiv:2406.17740, 2024 | | 2024 |
| Towards Scalable Exact Machine Unlearning Using Parameter-Efficient Fine-Tuning SBR Chowdhury, K Choromanski, A Sehanobish, A Dubey, S Chaturvedi arXiv preprint arXiv:2406.16257, 2024 | | 2024 |
| Fast Tree-Field Integrators: From Low Displacement Rank to Topological Transformers K Choromanski, A Sehanobish, SBR Chowdhury, H Lin, A Dubey, ... arXiv preprint arXiv:2406.15881, 2024 | | 2024 |
| Sara-rt: Scaling up robotics transformers with self-adaptive robust attention I Leal, K Choromanski, D Jain, A Dubey, J Varley, M Ryoo, Y Lu, F Liu, ... 2024 IEEE International Conference on Robotics and Automation (ICRA), 2024 | 4 | 2024 |
| Learning a fourier transform for linear relative positional encodings in transformers K Choromanski, S Li, V Likhosherstov, KA Dubey, S Luo, D He, Y Yang, ... International Conference on Artificial Intelligence and Statistics, 2278-2286, 2024 | 5 | 2024 |
| Auctions with LLM Summaries KA Dubey, Z Feng, R Kidambi, A Mehta, D Wang arXiv preprint arXiv:2404.08126, 2024 | 3 | 2024 |
| Embodied AI with Two Arms: Zero-shot Learning, Safety and Modularity J Varley, S Singh, D Jain, K Choromanski, A Zeng, SBR Chowdhury, ... arXiv preprint arXiv:2404.03570, 2024 | 3 | 2024 |
| Enhancing Group Fairness in Online Settings Using Oblique Decision Forests SBR Chowdhury, N Monath, A Beirami, R Kidambi, A Dubey, A Ahmed, ... The Twelfth International Conference on Learning Representations., 2024 | 1 | 2024 |
| Scalable Neural Network Kernels A Sehanobish, K Choromanski, Y Zhao, A Dubey, V Likhosherstov The Twelfth International Conference on Learning Representations., 2024 | | 2024 |
| Mnemosyne: Learning to Train Transformers with Transformers D Jain, KM Choromanski, KA Dubey, S Singh, V Sindhwani, T Zhang, ... Advances in Neural Information Processing Systems 36, 2024 | 1 | 2024 |
| Robust Concept Erasure via Kernelized Rate-Distortion Maximization S Basu Roy Chowdhury, N Monath, KA Dubey, A Ahmed, S Chaturvedi Advances in Neural Information Processing Systems 36, 2024 | | 2024 |
| Dense-exponential random features: sharp positive estimators of the Gaussian kernel V Likhosherstov, KM Choromanski, KA Dubey, F Liu, T Sarlos, A Weller Advances in Neural Information Processing Systems 36, 2024 | 1 | 2024 |
| Incremental extractive opinion summarization using cover trees SBR Chowdhury, N Monath, A Dubey, M Zaheer, A McCallum, A Ahmed, ... arXiv preprint arXiv:2401.08047, 2024 | 3 | 2024 |
| Rt-2: Vision-language-action models transfer web knowledge to robotic control B Zitkovich, T Yu, S Xu, P Xu, T Xiao, F Xia, J Wu, P Wohlhart, S Welker, ... Conference on Robot Learning, 2165-2183, 2023 | 76 | 2023 |
| Rt-2: Vision-language-action models transfer web knowledge to robotic control B Zitkovich, T Yu, S Xu, P Xu, T Xiao, F Xia, J Wu, P Wohlhart, S Welker, ... Conference on Robot Learning, 2165-2183, 2023 | | 2023 |
| Robust concept erasure via kernelized rate-distortion maximization SBR Chowdhury, N Monath, KA Dubey, A Ahmed, S Chaturvedi Thirty-seventh Conference on Neural Information Processing Systems, 2023 | 1 | 2023 |
| 42. Automated deep aberration detection from chromosome karyotype images M Fang, Z Shamsi, D Bryant, J Wilson, X Qu, A Dubey, K Kothari, ... Cancer Genetics 278, 13, 2023 | | 2023 |
| Rt-2: Vision-language-action models transfer web knowledge to robotic control A Brohan, N Brown, J Carbajal, Y Chebotar, X Chen, K Choromanski, ... arXiv preprint arXiv:2307.15818, 2023 | 418 | 2023 |
Eric XingPresident at Mohamed bin Zayed University of AI, Professor of Computer Science, Carnegie Mellon UVerified email at cs.cmu.edu