Ravi Ganti

According to our database, Ravi Ganti authored at least 17 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Generating Synthetic Data for Conversational Music Recommendation Using Random Walks and Language Models.

Megan Leszczynski, Ravi Ganti, Shu Zhang, Krisztian Balog, Filip Radlinski, Fernando Pereira, Arun Tejasvi Chaganty

CoRR, 2023

MAQA: A Multimodal QA Benchmark for Negation.

Judith Yue Li, Aren Jansen, Qingqing Huang, Joonseok Lee, Ravi Ganti, Dima Kuzmin

CoRR, 2023

Beyond Single Items: Exploring User Preferences in Item Sets with the Conversational Playlist Curation Dataset.

Arun Tejasvi Chaganty, Megan Leszczynski, Shu Zhang, Ravi Ganti, Krisztian Balog, Filip Radlinski

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

2022

MuLan: A Joint Embedding of Music Audio and Natural Language.

Qingqing Huang, Aren Jansen, Joonseok Lee, Ravi Ganti, Judith Yue Li, Daniel P. W. Ellis

Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

2020

A Farewell to Arms: Sequential Reward Maximization on a Budget with a Giving Up Option.

Pon Kumar Sharoff, Nishant A. Mehta, Ravi Ganti

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2018

Thompson Sampling for Dynamic Pricing.

Ravi Ganti, Matyas Sustik, Quoc Tran, Brian Seaman

CoRR, 2018

2017

Active Positive Semidefinite Matrix Completion: Algorithms, Theory and Applications.

Aniruddha Bhargava, Ravi Ganti, Robert D. Nowak

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

On Learning High Dimensional Structured Single Index Models.

Ravi Ganti, Nikhil Rao, Laura Balzano, Rebecca Willett, Robert D. Nowak

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Bandit Approaches to Preference Learning Problems with Multiple Populations.

Aniruddha Bhargava, Ravi Ganti, Robert D. Nowak

CoRR, 2016

2015

Sparse Linear Regression With Missing Data.

Ravi Ganti, Rebecca M. Willett

CoRR, 2015

Learning Single Index Models in High Dimensions.

Ravi Ganti, Nikhil Rao, Rebecca M. Willett, Robert D. Nowak

CoRR, 2015

Active Model Aggregation via Stochastic Mirror Descent.

Ravi Ganti

CoRR, 2015

Matrix Completion Under Monotonic Single Index Models.

Ravi Sastry Ganti Mahapatruni, Laura Balzano, Rebecca Willett

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

2013

Local Support Vector Machines: Formulation and Analysis.

Ravi Ganti, Alexander G. Gray

CoRR, 2013

Building Bridges: Viewing Active Learning from the Multi-Armed Bandit Lens.

Ravi Ganti, Alexander G. Gray

Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial Intelligence, 2013

2012

UPAL: Unbiased Pool Based Active Learning.

Ravi Ganti, Alexander G. Gray

Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

2011

CAKE: Convex Adaptive Kernel Density Estimation.

Ravi Sastry Ganti Mahapatruni, Alexander G. Gray

Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011