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Gantavya Bhatt
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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
282023
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
72020
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
42021
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
22024
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
12024
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
12023
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
12021
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
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Articles 1–15