Matryoshka representation learning A Kusupati, G Bhatt, A Rege, M Wallingford, A Sinha, V Ramanujan, ... Advances in Neural Information Processing Systems 35, 30233-30249, 2022 | 42* | 2022 |
High Resolution Point Clouds from mmWave Radar A Prabhakara, T Jin, A Das, G Bhatt, L Kumari, E Soltanaghaei, J Bilmes, ... 2023 IEEE International Conference on Robotics and Automation (ICRA), 2023 | 28 | 2023 |
How much complexity does an RNN architecture need to learn syntax-sensitive dependencies? G Bhatt, H Bansal, R Singh, S Agarwal Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020 | 7 | 2020 |
Accelerating Batch Active Learning Using Continual Learning Techniques AM Das, G Bhatt, M Manoj Bhalerao, VR Gao, R Yang, J Bilmes Transactions on Machine Learning Research, https://openreview.net/forum?id …, 2023 | 6* | 2023 |
LabelBench: A Comprehensive Framework for Benchmarking Adaptive Label-Efficient Learning J Zhang, Y Chen, G Canal, A Das, G Bhatt, S Mussmann, Y Zhu, J Bilmes, ... Real ML workshop at NeurIPS'23, https://arxiv.org/pdf/2306.09910v2.pdf, 2023 | 4* | 2023 |
Systematic generalization in neural networks-based multivariate time series forecasting models H Bansal, G Bhatt, P Malhotra, AP Prathosh 2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021 | 4 | 2021 |
An Experimental Design Framework for Label-Efficient Supervised Finetuning of Large Language Models G Bhatt, Y Chen, AM Das, J Zhang, ST Truong, S Mussmann, Y Zhu, ... arXiv preprint arXiv:2401.06692, 2024 | 2 | 2024 |
Comparing Bad Apples to Good Oranges: Aligning Large Language Models via Joint Preference Optimization H Bansal, A Suvarna, G Bhatt, N Peng, KW Chang, A Grover arXiv preprint arXiv:2404.00530, 2024 | 1 | 2024 |
Effective Backdoor Mitigation Depends on the Pre-training Objective S Verma, G Bhatt, S Singhal, AM Das, C Shah, JP Dickerson, J Bilmes NeurIPS 2023 Workshop on Backdoors in Deep Learning-The Good, the Bad, and …, 2023 | 1 | 2023 |
Can RNNs trained on harder subject-verb agreement instances still perform well on easier ones? H Bansal, G Bhatt, S Agarwal Proceedings of the Society for Computation in Linguistics 4 (Extended …, 2021 | 1 | 2021 |
COBRA: COmBinatorial Retrieval Augmentation for Few-Shot Learning AM Das*, G Bhatt*, L Kumari, S Verma, J Bilmes DMLR Workshop at ICML 2024, 2024 | | 2024 |
Deep Submodular Peripteral Networks G Bhatt, A Das, J Bilmes arXiv preprint arXiv:2403.08199, 2024 | | 2024 |
RadarHD: Demonstrating Lidar-like Point Clouds from mmWave Radar A Prabhakara, T Jin, A Das, G Bhatt, L Kumari, E Soltanaghai, J Bilmes, ... Proceedings of the 29th Annual International Conference on Mobile Computing …, 2023 | | 2023 |
Tighter m-DPP Coreset Sample Complexity Bounds G Bhatt, J Bilmes International Conference on Machine Learning (ICML) Workshop on Subset …, 2021 | | 2021 |
Lecture notes: Efficient approximation of kernel functions A Bagchi, G Bhatt, H Bansal arXiv preprint arXiv:2005.01566, 18-22, 2020 | | 2020 |