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ORCIDRavi Ganti
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- affiliation: University of Wisconsin, Wisconsin Institute for Discovery (WID), Madison, WI, USA
- affiliation: GeorgiaTech, College of Computing, Atlanta, GA, USA
- affiliation: The moonshot factory, Mountain View, CA, US
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2020 – today
- 2023
[c9]Arun Tejasvi Chaganty
, Megan Leszczynski, Shu Zhang, Ravi Ganti, Krisztian Balog, Filip Radlinski:
Beyond Single Items: Exploring User Preferences in Item Sets with the Conversational Playlist Curation Dataset. SIGIR 2023: 2754-2764- [i15]Judith Yue Li, Aren Jansen, Qingqing Huang, Joonseok Lee, Ravi Ganti, Dima Kuzmin:
MAQA: A Multimodal QA Benchmark for Negation. CoRR abs/2301.03238 (2023) - [i14]Megan Leszczynski, Ravi Ganti, Shu Zhang, Krisztian Balog, Filip Radlinski, Fernando Pereira, Arun Tejasvi Chaganty:
Generating Synthetic Data for Conversational Music Recommendation Using Random Walks and Language Models. CoRR abs/2301.11489 (2023) - [i13]Arun Tejasvi Chaganty, Megan Leszczynski, Shu Zhang, Ravi Ganti, Krisztian Balog, Filip Radlinski:
Beyond Single Items: Exploring User Preferences in Item Sets with the Conversational Playlist Curation Dataset. CoRR abs/2303.06791 (2023) - 2022
- [c8]Qingqing Huang, Aren Jansen, Joonseok Lee, Ravi Ganti, Judith Yue Li, Daniel P. W. Ellis:
MuLan: A Joint Embedding of Music Audio and Natural Language. ISMIR 2022: 559-566 - [i12]Qingqing Huang, Aren Jansen, Joonseok Lee, Ravi Ganti, Judith Yue Li, Daniel P. W. Ellis:
MuLan: A Joint Embedding of Music Audio and Natural Language. CoRR abs/2208.12415 (2022) - 2020
- [c7]Pon Kumar Sharoff, Nishant A. Mehta, Ravi Ganti:
A Farewell to Arms: Sequential Reward Maximization on a Budget with a Giving Up Option. AISTATS 2020: 3707-3716 - [i11]Pon Kumar Sharoff, Nishant A. Mehta, Ravi Ganti:
A Farewell to Arms: Sequential Reward Maximization on a Budget with a Giving Up Option. CoRR abs/2003.03456 (2020)
2010 – 2019
- 2018
- [i10]Ravi Ganti, Matyas Sustik, Quoc Tran, Brian Seaman:
Thompson Sampling for Dynamic Pricing. CoRR abs/1802.03050 (2018) - 2017
- [c6]Ravi Ganti, Nikhil Rao, Laura Balzano, Rebecca Willett, Robert D. Nowak:
On Learning High Dimensional Structured Single Index Models. AAAI 2017: 1898-1904 - [c5]Aniruddha Bhargava, Ravi Ganti, Robert D. Nowak:
Active Positive Semidefinite Matrix Completion: Algorithms, Theory and Applications. AISTATS 2017: 1349-1357 - 2016
- [i9]Nikhil Rao, Ravi Ganti, Laura Balzano, Rebecca Willett, Robert D. Nowak:
On Learning High Dimensional Structured Single Index Models. CoRR abs/1603.03980 (2016) - [i8]Aniruddha Bhargava, Ravi Ganti, Robert D. Nowak:
Bandit Approaches to Preference Learning Problems with Multiple Populations. CoRR abs/1603.04118 (2016) - 2015
- [c4]Ravi Sastry Ganti Mahapatruni, Laura Balzano, Rebecca Willett:
Matrix Completion Under Monotonic Single Index Models. NIPS 2015: 1873-1881 - [i7]Ravi Ganti, Rebecca M. Willett:
Sparse Linear Regression With Missing Data. CoRR abs/1503.08348 (2015) - [i6]Ravi Ganti:
Active Model Aggregation via Stochastic Mirror Descent. CoRR abs/1503.08363 (2015) - [i5]Ravi Ganti, Nikhil Rao, Rebecca M. Willett, Robert D. Nowak:
Learning Single Index Models in High Dimensions. CoRR abs/1506.08910 (2015) - [i4]Ravi Ganti, Laura Balzano, Rebecca Willett:
Matrix Completion Under Monotonic Single Index Models. CoRR abs/1512.08787 (2015) - 2014
- [b1]Ravi Sastry Ganti Mahapatruni:
New formulations for active learning. Georgia Institute of Technology, Atlanta, GA, USA, 2014 - 2013
- [c3]Ravi Ganti, Alexander G. Gray:
Building Bridges: Viewing Active Learning from the Multi-Armed Bandit Lens. UAI 2013 - [i3]Ravi Ganti, Alexander G. Gray:
Local Support Vector Machines: Formulation and Analysis. CoRR abs/1309.3699 (2013) - [i2]Ravi Ganti, Alexander G. Gray:
Building Bridges: Viewing Active Learning from the Multi-Armed Bandit Lens. CoRR abs/1309.6830 (2013) - 2012
- [c2]Ravi Ganti, Alexander G. Gray:
UPAL: Unbiased Pool Based Active Learning. AISTATS 2012: 422-431 - 2011
- [c1]Ravi Sastry Ganti Mahapatruni, Alexander G. Gray:
CAKE: Convex Adaptive Kernel Density Estimation. AISTATS 2011: 498-506 - [i1]Ravi Ganti, Alexander G. Gray:
UPAL: Unbiased Pool Based Active Learning. CoRR abs/1111.1784 (2011)
Coauthor Index
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