| Sample-Efficient Personalization: Modeling User Parameters as Low Rank Plus Sparse Components S Pal, P Varshney, G Madan, P Jain, A Thakurta, G Aggarwal, P Shenoy, ... International Conference on Artificial Intelligence and Statistics, 1702-1710, 2024 | | 2024 |
| Efficient Data Subset Selection to Generalize Training Across Models: Transductive and Inductive Networks E Jain, T Nandy, G Aggarwal, A Tendulkar, R Iyer, A De Advances in Neural Information Processing Systems 36, 2024 | 1 | 2024 |
| Analyzing the Efficacy of an LLM-Only Approach for Image-based Document Question Answering N Hegde, S Paul, G Madan, G Aggarwal arXiv preprint arXiv:2309.14389, 2023 | 1 | 2023 |
| Is it an i or an l: Test-time Adaptation of Text Line Recognition Models D Tula, S Paul, G Madan, P Garst, R Ingle, G Aggarwal arXiv preprint arXiv:2308.15037, 2023 | | 2023 |
| Weakly supervised information extraction from inscrutable handwritten document images S Paul, G Madan, A Mishra, N Hegde, P Kumar, G Aggarwal International Conference on Document Analysis and Recognition, 445-463, 2023 | | 2023 |
| Test-time adaptation with slot-centric models M Prabhudesai, A Goyal, S Paul, S Van Steenkiste, MSM Sajjadi, ... International Conference on Machine Learning, 28151-28166, 2023 | 6 | 2023 |
| Reducing the environmental impact of surgery on a global scale: systematic review and co-prioritization with healthcare workers in 132 countries British Journal of Surgery 110 (7), 804-817, 2023 | 15 | 2023 |
| GAN-MPC: Training Model Predictive Controllers with Parameterized Cost Functions using Demonstrations from Non-identical Experts R Burnwal, A Santara, NP Bhatt, B Ravindran, G Aggarwal arXiv preprint arXiv:2305.19111, 2023 | | 2023 |
| A contextual bandit approach for learning to plan in environments with probabilistic goal configurations S Rudra, S Goel, A Santara, C Gentile, L Perron, F Xia, V Sindhwani, ... 2023 IEEE International Conference on Robotics and Automation (ICRA), 5645-5652, 2023 | 3 | 2023 |
| AI for Accessibility: An Agenda for the Global South V Kameswaran, J Young, N Sambasivan, G Aggarwal, MR Morris | | 2023 |
| Elective surgery system strengthening: development, measurement, and validation of the surgical preparedness index across 1632 hospitals in 119 countries JC Glasbey, TEF Abbott, A Ademuyiwa, A Adisa, E AlAmeer, S Alshryda, ... The Lancet 400 (10363), 1607-1617, 2022 | 27 | 2022 |
| Novel class discovery without forgetting KJ Joseph, S Paul, G Aggarwal, S Biswas, P Rai, K Han, ... European Conference on Computer Vision, 570-586, 2022 | 30 | 2022 |
| Test-time Adaptation for Segmentation via Image Synthesis M Prabhudesai, A Goyal, S Paul, MSM Sajjadi, S van Steenkiste, ... | | 2022 |
| Private and Efficient Meta-Learning with Low Rank and Sparse decomposition S Pal, P Varshney, G Madan, AG Thakurta, G Aggarwal, P Shenoy, ... | | 2022 |
| Hypercalcemia in Urological Malignancies: A Review G Aggarwal, S Gupta, P Khwaunju Turkish Journal of Urology 48 (4), 243, 2022 | | 2022 |
| All mistakes are not equal: Comprehensive hierarchy aware multi-label predictions (champ) A Vaswani, G Aggarwal, P Netrapalli, NG Hegde arXiv preprint arXiv:2206.08653, 2022 | 3 | 2022 |
| Learning to plan variable length sequences of actions with a cascading bandit click model of user feedback A Santara, G Aggarwal, S Li, C Gentile International Conference on Artificial Intelligence and Statistics, 767-797, 2022 | 4 | 2022 |
| SARS‐CoV‐2 infection and venous thromboembolism after surgery: an international prospective cohort study COVIDSurg Collaborative, GlobalSurg Collaborative, D Nepogodiev, ... Anaesthesia 77 (1), 28-39, 2022 | 59 | 2022 |
| What can we do with just the model? A simple knowledge extraction framework S Paul, A Khurana, G Aggarwal | | 2022 |
| Recurrent hypercalcaemia in a patient with dual urological malignancies: A rare life-threatening entity SK Haldar, A Sarkar, A Gupta, G Aggarwal Indian Journal of Anaesthesia 66 (Suppl 4), S228-S230, 2022 | | 2022 |
Soma BiswasAssociate Professor, Indian Institute of Science, Bangalore, IndiaVerified email at iisc.ac.in
