Parikshit Gopalan
12 papers · 2012–2025 · 5 venues · across top CS/AI venues
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halfspace learning
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Papers
Learning to Route LLMs with Confidence Tokens
ICML 2025
Provable Uncertainty Decomposition via Higher-Order Calibration
ICLR 2025
Omnipredictors for regression and the approximate rank of convex functions
COLT 2024
On Computationally Efficient Multi-Class Calibration
COLT 2024
Agnostically Learning Single-Index Models using Omnipredictors
NeurIPS 2023
Swap Agnostic Learning, or Characterizing Omniprediction via Multicalibration
NeurIPS 2023
When Does Optimizing a Proper Loss Yield Calibration?
NeurIPS 2023
Low-Degree Multicalibration
COLT 2022
Multicalibrated Partitions for Importance Weights
ALT 2022
PIDForest: Anomaly Detection via Partial Identification
NeurIPS 2019
Efficient Anomaly Detection via Matrix Sketching
NeurIPS 2018
Learning Functions of Halfspaces Using Prefix Covers
COLT 2012