Optimally Combining Classifiers Using Unlabeled Data

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Optimally Combining Classifiers Using Unlabeled Data

5 March 2015

Akshay Balsubramani

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Papers citing "Optimally Combining Classifiers Using Unlabeled Data"

16 / 16 papers shown

Title
Entropy, concentration, and learning: a statistical mechanics primer Akshay Balsubramani AI4CE 149 1 0 27 Sep 2024
Convergence Behavior of an Adversarial Weak Supervision Method Steven An Sanjoy Dasgupta 115 1 0 25 May 2024
An Adaptive Method for Weak Supervision with Drifting DataInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 Alessio Mazzetto Reza Esfandiarpoor E. Upfal Stephen H. Bach Stephen H. Bach 203 1 0 02 Jun 2023
Losses over Labels: Weakly Supervised Learning via Direct Loss ConstructionAAAI Conference on Artificial Intelligence (AAAI), 2022 Dylan Sam J. Zico Kolter NoLa OffRL 216 13 0 13 Dec 2022
Tight Lower Bounds on Worst-Case Guarantees for Zero-Shot Learning with AttributesNeural Information Processing Systems (NeurIPS), 2022 Alessio Mazzetto Cristina Menghini A. Yuan E. Upfal Stephen H. Bach VLM 113 2 0 25 May 2022
Data Consistency for Weakly Supervised Learning Chidubem Arachie Bert Huang NoLa 110 2 0 08 Feb 2022
Minimax risk classifiers with 0-1 lossJournal of machine learning research (JMLR), 2022 Santiago Mazuelas Mauricio Romero Peter Grünwald 253 6 0 17 Jan 2022
Dash: Semi-Supervised Learning with Dynamic Thresholding Yi Tian Xu Lei Shang Jinxing Ye Qi Qian Yu-Feng Li Baigui Sun Hao Li Rong Jin 184 258 0 01 Sep 2021
Learning from Multiple Noisy Partial LabelersInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021 Peilin Yu Tiffany Ding Stephen H. Bach NoLa 148 24 0 08 Jun 2021
Stochastic Generalized Adversarial Label Learning Chidubem Arachie Bert Huang NoLa 68 0 0 03 Jun 2019
Reliable Weakly Supervised Learning: Maximize Gain and Maintain Safeness Lan-Zhe Guo Yu-Feng Li Ming Li Jinfeng Yi Bowen Zhou Zhi Zhou 73 2 0 22 Apr 2019
Optimal Binary Autoencoding with Pairwise Correlations Akshay Balsubramani SSL 84 1 0 07 Nov 2016
Muffled Semi-Supervised Learning Akshay Balsubramani Y. Freund 41 0 0 28 May 2016
Learning to Abstain from Binary Prediction Akshay Balsubramani 88 8 0 25 Feb 2016
Optimal Binary Classifier Aggregation for General Losses Akshay Balsubramani Y. Freund 208 12 0 01 Oct 2015
Scalable Semi-Supervised Aggregation of Classifiers Akshay Balsubramani Y. Freund 102 7 0 18 Jun 2015