Drona Khurana

According to our database, Drona Khurana authored at least 5 papers between 2020 and 2026.

Collaborative distances:

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

2026

Smoothed Elicitation Complexity for Approximate Γ-calibration of Discrete Classification Tasks.

Jessica Finocchiaro, Victor Ganson, Drona Khurana

CoRR, May, 2026

2025

Consistency Conditions for Differentiable Surrogate Losses.

Drona Khurana, Anish Thilagar, Dhamma Kimpara, Rafael M. Frongillo

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

Consistent Multiclass Algorithms for Complex Metrics and Constraints.

Harikrishna Narasimhan, Harish G. Ramaswamy, Shiv Kumar Tavker, Drona Khurana, Praneeth Netrapalli, Shivani Agarwal

J. Mach. Learn. Res., 2024

2021

Statistical Guarantees for Fairness Aware Plug-In Algorithms.

Drona Khurana, Srinivasan Ravichandran, Sparsh Jain, Narayanan Unny Edakunni

CoRR, 2021

2020

FairXGBoost: Fairness-aware Classification in XGBoost.

Srinivasan Ravichandran, Drona Khurana, Bharath Venkatesh, Narayanan Unny Edakunni

CoRR, 2020