The isotron algorithm: High-dimensional isotonic regression AT Kalai, R Sastry Proceedings of the 22th Annual Conference on Learning Theory, 2009 | 174 | 2009 |
Mulan: A joint embedding of music audio and natural language Q Huang, A Jansen, J Lee, R Ganti, JY Li, DPW Ellis arXiv preprint arXiv:2208.12415, 2022 | 169 | 2022 |
Upal: Unbiased pool based active learning R Ganti, A Gray Artificial Intelligence and Statistics, 422-431, 2012 | 56 | 2012 |
Matrix completion under monotonic single index models RS Ganti, L Balzano, R Willett Advances in neural information processing systems 28, 2015 | 53 | 2015 |
On learning high dimensional structured single index models R Ganti, N Rao, L Balzano, R Willett, R Nowak Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017 | 49* | 2017 |
Building bridges: Viewing active learning from the multi-armed bandit lens R Ganti, AG Gray arXiv preprint arXiv:1309.6830, 2013 | 43 | 2013 |
An HMM based part-of-speech tagger and statistical chunker for 3 Indian languages GMR Sastry, S Chaudhuri, PN Reddy Shallow Parsing for South Asian Languages 13, 2007 | 26 | 2007 |
Thompson sampling for dynamic pricing R Ganti, M Sustik, Q Tran, B Seaman arXiv preprint arXiv:1802.03050, 2018 | 21 | 2018 |
Active positive semidefinite matrix completion: Algorithms, theory and applications A Bhargava, R Ganti, R Nowak Artificial Intelligence and Statistics, 1349-1357, 2017 | 21* | 2017 |
Cake: Convex adaptive kernel density estimation RSG Mahapatruni, A Gray Proceedings of the fourteenth international conference on artificial …, 2011 | 20 | 2011 |
Beyond single items: Exploring user preferences in item sets with the conversational playlist curation dataset AT Chaganty, M Leszczynski, S Zhang, R Ganti, K Balog, F Radlinski Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023 | 13 | 2023 |
Talk the Walk: Synthetic Data Generation for Conversational Music Recommendation M Leszczynski, S Zhang, R Ganti, K Balog, F Radlinski, F Pereira, ... arXiv preprint arXiv:2301.11489, 2023 | 10 | 2023 |
Sparse Linear regression with missing data R Ganti, RM Willett arXiv preprint arXiv:1503.08348, 2015 | 7 | 2015 |
Maqa: A multimodal qa benchmark for negation JY Li, A Jansen, Q Huang, J Lee, R Ganti, D Kuzmin arXiv preprint arXiv:2301.03238, 2023 | 6 | 2023 |
Generating synthetic data for conversational music recommendation using random walks and language models M Leszczynski, R Ganti, S Zhang, K Balog, F Radlinski, F Pereira, ... arXiv preprint arXiv:2301.11489, 2023 | 5 | 2023 |
Conversational Music Retrieval with Synthetic Data ME Leszczynski, R Ganti, S Zhang, K Balog, F Radlinski, F Pereira, ... Second Workshop on Interactive Learning for Natural Language Processing at …, 2022 | 4 | 2022 |
A farewell to arms: Sequential reward maximization on a budget with a giving up option P Sharoff, N Mehta, R Ganti International Conference on Artificial Intelligence and Statistics, 3707-3716, 2020 | 3 | 2020 |
Hyper-kernel based density estimation R Ganti, N Vasiloglou, A Gray NIPS Workshop on Automatic Selection of Optimal Kernel, 1-4, 2008 | 3 | 2008 |
Local support vector machines: Formulation and analysis R Ganti, A Gray arXiv preprint arXiv:1309.3699, 2013 | 2 | 2013 |
Learning Optimal Kernels for Density Estimation R Ganti, A Gray | 2 | 2010 |