Kavya Ravichandran

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 8

Top Topics

Conditionally Independent

Statistical Learning

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Publications

Emily Diana, Alexander Williams Tolbert, Kavya Ravichandran, Avrim Blum
Adaptive Algorithmic Interventions for Escaping Pessimism Traps in Dynamic Sequential Decisions. CoRR (2024)
Avrim Blum, Kavya Ravichandran
Nearly-tight Approximation Guarantees for the Improving Multi-Armed Bandits Problem. CoRR (2024)
Avrim Blum, Kavya Ravichandran
A Model for Combinatorial Dictionary Learning and Inference. CoRR (2024)
Maryam Aliakbarpour, Amartya Shankha Biswas, Kavya Ravichandran, Ronitt Rubinfeld
Testing Tail Weight of a Distribution Via Hazard Rate. ALT (2023)
Cédric Gerbelot, Avetik Karagulyan, Stefani Karp, Kavya Ravichandran, Menachem Stern, Nathan Srebro
Applying statistical learning theory to deep learning. CoRR (2023)
Mor Shpigel Nacson, Kavya Ravichandran, Nathan Srebro, Daniel Soudry
Implicit Bias of the Step Size in Linear Diagonal Neural Networks. ICML (2022)
Maryam Aliakbarpour, Amartya Shankha Biswas, Kavya Ravichandran, Ronitt Rubinfeld
Testing Tail Weight of a Distribution Via Hazard Rate. CoRR (2020)
Kavya Ravichandran, Nathaniel Braman, Andrew Janowczyk, Anant Madabhushi
A deep learning classifier for prediction of pathological complete response to neoadjuvant chemotherapy from baseline breast DCE-MRI. Medical Imaging: Computer-Aided Diagnosis (2018)