Ravi Ganti

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 17

Top Topics

Multi Armed Bandits

Matrix Completion

High Dimensions

Top Venues

Publications

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 (2023)
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 (2023)
Judith Yue Li, Aren Jansen, Qingqing Huang, Joonseok Lee, Ravi Ganti, Dima Kuzmin
MAQA: A Multimodal QA Benchmark for Negation. CoRR (2023)
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)
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 (2022)
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)
Pon Kumar Sharoff, Nishant A. Mehta, Ravi Ganti
A Farewell to Arms: Sequential Reward Maximization on a Budget with a Giving Up Option. CoRR (2020)
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)
Ravi Ganti, Matyas Sustik, Quoc Tran, Brian Seaman
Thompson Sampling for Dynamic Pricing. CoRR (2018)
Ravi Ganti, Nikhil S. Rao, Laura Balzano, Rebecca Willett, Robert D. Nowak
On Learning High Dimensional Structured Single Index Models. AAAI (2017)
Aniruddha Bhargava, Ravi Ganti, Robert D. Nowak
Active Positive Semidefinite Matrix Completion: Algorithms, Theory and Applications. AISTATS (2017)
Aniruddha Bhargava, Ravi Ganti, Robert D. Nowak
Bandit Approaches to Preference Learning Problems with Multiple Populations. CoRR (2016)
Nikhil S. Rao, Ravi Ganti, Laura Balzano, Rebecca Willett, Robert D. Nowak
On Learning High Dimensional Structured Single Index Models. CoRR (2016)
Ravi Ganti, Nikhil S. Rao, Rebecca M. Willett, Robert D. Nowak
Learning Single Index Models in High Dimensions. CoRR (2015)
Ravi Ganti, Laura Balzano, Rebecca Willett
Matrix Completion Under Monotonic Single Index Models. CoRR (2015)
Ravi Ganti, Rebecca M. Willett
Sparse Linear Regression With Missing Data. CoRR (2015)
Ravi Ganti
Active Model Aggregation via Stochastic Mirror Descent. CoRR (2015)
Ravi Ganti, Alexander G. Gray
Local Support Vector Machines: Formulation and Analysis. CoRR (2013)
Ravi Ganti, Alexander G. Gray
Building Bridges: Viewing Active Learning from the Multi-Armed Bandit Lens. CoRR (2013)
Ravi Ganti, Alexander G. Gray
Building Bridges: Viewing Active Learning from the Multi-Armed Bandit Lens. UAI (2013)
Ravi Ganti, Alexander G. Gray
UPAL: Unbiased Pool Based Active Learning. AISTATS (2012)
Ravi Ganti, Alexander G. Gray
UPAL: Unbiased Pool Based Active Learning CoRR (2011)