Kavya Ravichandran

According to our database, Kavya Ravichandran authored at least 10 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2026

A Theoretical Model for Grit in Pursuing Ambitious Ends.

Avrim Blum, Emily Diana, Kavya Ravichandran, Alexander Williams Tolbert

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Algorithm Design and Stronger Guarantees for the Improving Multi-Armed Bandits Problem.

Avrim Blum, Marten Garicano, Kavya Ravichandran, Dravyansh Sharma

CoRR, November, 2025

Pessimism Traps and Algorithmic Interventions.

Avrim Blum, Emily Diana, Kavya Ravichandran, Alexander Tolbert

Proceedings of the 6th Symposium on Foundations of Responsible Computing, 2025

A Model for Combinatorial Dictionary Learning and Inference.

Avrim Blum, Kavya Ravichandran

Proceedings of the International Conference on Algorithmic Learning Theory, 2025

Nearly-tight Approximation Guarantees for the Improving Multi-Armed Bandits Problem.

Avrim Blum, Kavya Ravichandran

Proceedings of the International Conference on Algorithmic Learning Theory, 2025

2024

Adaptive Algorithmic Interventions for Escaping Pessimism Traps in Dynamic Sequential Decisions.

Emily Diana, Alexander Williams Tolbert, Kavya Ravichandran, Avrim Blum

CoRR, 2024

2023

Applying statistical learning theory to deep learning.

Cédric Gerbelot, Avetik Karagulyan, Stefani Karp, Kavya Ravichandran, Menachem Stern, Nathan Srebro

CoRR, 2023

Testing Tail Weight of a Distribution Via Hazard Rate.

Maryam Aliakbarpour, Amartya Shankha Biswas, Kavya Ravichandran, Ronitt Rubinfeld

Proceedings of the International Conference on Algorithmic Learning Theory, 2023

2022

Implicit Bias of the Step Size in Linear Diagonal Neural Networks.

Mor Shpigel Nacson, Kavya Ravichandran, Nathan Srebro, Daniel Soudry

Proceedings of the International Conference on Machine Learning, 2022

2018

A deep learning classifier for prediction of pathological complete response to neoadjuvant chemotherapy from baseline breast DCE-MRI.

Kavya Ravichandran, Nathaniel Braman, Andrew Janowczyk, Anant Madabhushi

Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018