:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Gao, Chao, Shan, Liren, Srinivas, Vaidehi, Vijayaraghavan, Aravindan
Format:	Preprint
Published:	2025
Subjects:	Machine Learning
Online Access:	https://arxiv.org/abs/2502.16658
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Computing High-dimensional Confidence Sets for Arbitrary Distributions
by: Gao, Chao, et al.
Published: (2025)

Learning Confidence Ellipsoids and Applications to Robust Subspace Recovery
by: Gao, Chao, et al.
Published: (2025)

Online Conformal Prediction with Efficiency Guarantees
by: Srinivas, Vaidehi
Published: (2025)

Low-Degree Method Fails to Predict Robust Subspace Recovery
by: Jia, He, et al.
Published: (2026)

Compact Conformal Subgraphs
by: Gollapudi, Sreenivas, et al.
Published: (2026)

Agnostic Learning of Arbitrary ReLU Activation under Gaussian Marginals
by: Guo, Anxin, et al.
Published: (2024)

New Tools for Smoothed Analysis: Least Singular Value Bounds for Random Matrices with Dependent Entries
by: Bhaskara, Aditya, et al.
Published: (2024)

Theoretical Analysis of Weak-to-Strong Generalization
by: Lang, Hunter, et al.
Published: (2024)

Agnostic Learning of General ReLU Activation Using Gradient Descent
by: Awasthi, Pranjal, et al.
Published: (2022)

Error-Tolerant E-Discovery Protocols
by: Dong, Jinshuo, et al.
Published: (2024)

Volume-Sorted Prediction Set: Efficient Conformal Prediction for Multi-Target Regression
by: Luo, Rui, et al.
Published: (2025)

Competitive strategies to use "warm start" algorithms with predictions
by: Srinivas, Vaidehi, et al.
Published: (2024)

Efficient Certificates of Anti-Concentration Beyond Gaussians
by: Bakshi, Ainesh, et al.
Published: (2024)

On the Expected Size of Conformal Prediction Sets
by: Dhillon, Guneet S., et al.
Published: (2023)

Conformal Structured Prediction
by: Zhang, Botong, et al.
Published: (2024)

Beyond Uncertainty Sets: Leveraging Optimal Transport to Extend Conformal Predictive Distribution to Multivariate Settings
by: Ndiaye, Eugene
Published: (2025)

Optimal Transport-based Conformal Prediction
by: Thurin, Gauthier, et al.
Published: (2025)

Adaptive Set-Mass Calibration with Conformal Prediction
by: Kazantsev, Daniil, et al.
Published: (2025)

Fuzzy Prediction Sets: Conformal Prediction with E-values
by: Koning, Nick W., et al.
Published: (2025)

Multivariate Conformal Prediction using Optimal Transport
by: Klein, Michal, et al.
Published: (2025)

Optimal Conformal Prediction under Epistemic Uncertainty
by: Javanmardi, Alireza, et al.
Published: (2025)

Multi-Variable Conformal Prediction: Optimizing Prediction Sets without Data Splitting
by: Lützow, Laura, et al.
Published: (2026)

Conformal Prediction Sets Can Cause Disparate Impact
by: Cresswell, Jesse C., et al.
Published: (2024)

Verifying Classification with Limited Disclosure
by: Bhandari, Siddharth, et al.
Published: (2025)

Robust Yet Efficient Conformal Prediction Sets
by: Zargarbashi, Soroush H., et al.
Published: (2024)

Conformal Prediction Sets for Instance Segmentation
by: Lu, Kerri, et al.
Published: (2026)

Multi-dimensional Test Design
by: Qiu, Xiaoyun, et al.
Published: (2025)

Conformal Prediction for Image Segmentation Using Morphological Prediction Sets
by: Mossina, Luca, et al.
Published: (2025)

Aggregating Conformal Prediction Sets via α-Allocation
by: Xu, Congbin, et al.
Published: (2025)

Neural Optimal Transport Meets Multivariate Conformal Prediction
by: Kondratyev, Vladimir, et al.
Published: (2025)

Optimal Spatio-Temporal Decoupling for Bayesian Conformal Prediction
by: Fang, Yu-Hsueh, et al.
Published: (2026)

Provably Minimum-Length Conformal Prediction Sets for Ordinal Classification
by: Zhang, Zijian, et al.
Published: (2025)

Trustworthy Classification through Rank-Based Conformal Prediction Sets
by: Luo, Rui, et al.
Published: (2024)

Provably Reliable Conformal Prediction Sets in the Presence of Data Poisoning
by: Scholten, Yan, et al.
Published: (2024)

Dynamic Algorithm for Explainable k-medians Clustering under lp Norm
by: Makarychev, Konstantin, et al.
Published: (2025)

Conformal Prediction Sets for Deep Generative Models via Reduction to Conformal Regression
by: Shahrokhi, Hooman, et al.
Published: (2025)

Aggregating Data for Optimal and Private Learning
by: Agarwal, Sushant, et al.
Published: (2024)

Optimal Decision-Making Based on Prediction Sets
by: Wang, Tao, et al.
Published: (2026)

Conformal Prediction Sets Improve Human Decision Making
by: Cresswell, Jesse C., et al.
Published: (2024)

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training
by: Shi, Yuanjie, et al.
Published: (2025)