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12 Results

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Poster
Wed 9:00 Visual Concepts Tokenization
Tao Yang · Yuwang Wang · Yan Lu · Nanning Zheng
Poster
Tue 14:00 Multiclass Learnability Beyond the PAC Framework: Universal Rates and Partial Concept Classes
Alkis Kalavasis · Grigoris Velegkas · Amin Karbasi
Affinity Workshop
A Survey of Ensemble Learning: Concepts, Algorithms, Applications, and Prospects
Ibomoiye Domor Mienye
Poster
Thu 9:00 A Characterization of Semi-Supervised Adversarially Robust PAC Learnability
Idan Attias · Steve Hanneke · Yishay Mansour
Poster
Wed 14:00 Learning Concept Credible Models for Mitigating Shortcuts
Jiaxuan Wang · Sarah Jabbour · Maggie Makar · Michael Sjoding · Jenna Wiens
Poster
Wed 9:00 Discovering Design Concepts for CAD Sketches
Yuezhi Yang · Hao Pan
Poster
Tue 14:00 Anticipating Performativity by Predicting from Predictions
Celestine Mendler-Dünner · Frances Ding · Yixin Wang
Workshop
Fri 12:00 Tackling Personalized Federated Learning with Label Concept Drift via Hierarchical Bayesian Modeling
Xingchen Ma · Junyi Zhu · Matthew Blaschko
Workshop
Learning from uncertain concepts via test time interventions
Ivaxi Sheth · Aamer Abdul Rahman · Laya Rafiee Sevyeri · Mohammad Havaei · Samira Ebrahimi Kahou
Workshop
Federated Learning under Distributed Concept Drift
Ellango Jothimurugesan · Kevin Hsieh · Jianyu Wang · Gauri Joshi · Phillip Gibbons
Poster
Wed 9:00 Evaluation beyond Task Performance: Analyzing Concepts in AlphaZero in Hex
Charles Lovering · Jessica Forde · George Konidaris · Ellie Pavlick · Michael Littman
Poster
Thu 9:00 Geoclidean: Few-Shot Generalization in Euclidean Geometry
Joy Hsu · Jiajun Wu · Noah Goodman