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Tutorial
Tue Dec 10 09:30 AM -- 12:00 PM (PST) @ West Exhibition Hall C, B3 None
Evaluating Large Language Models - Principles, Approaches, and Applications
Tutorial
Tue Dec 10 09:30 AM -- 12:00 PM (PST) @ West Ballroom C None
Dynamic Sparsity in Machine Learning: Routing Information through Neural Pathways
Tutorial
Tue Dec 10 09:30 AM -- 12:00 PM (PST) @ West Ballroom B None
Opening the Language Model Pipeline: A Tutorial on Data Preparation, Model Training, and Adaptation
Tutorial
Tue Dec 10 09:30 AM -- 12:00 PM (PST) @ West Meeting Room 109, 110 None
Watermarking for Large Language Models
Tutorial
Tue Dec 10 09:30 AM -- 12:00 PM (PST) @ West Ballroom A None
Causality for Large Language Models
Tutorial
Tue Dec 10 09:30 AM -- 12:00 PM (PST) @ East Exhibition Hall C None
Flow Matching for Generative Modeling
Tutorial
Tue Dec 10 09:30 AM -- 12:00 PM (PST) @ East Exhibition Hall A None
Experimental Design and Analysis for AI Researchers
Tutorial
Tue Dec 10 01:30 PM -- 04:00 PM (PST) @ West Meeting Room 109, 110 None
PrivacyML: Meaningful Privacy-Preserving Machine Learning and How To Evaluate AI Privacy
Tutorial
Tue Dec 10 01:30 PM -- 04:00 PM (PST) @ West Ballroom C None
Advancing Data Selection for Foundation Models: From Heuristics to Principled Methods
Tutorial
Tue Dec 10 01:30 PM -- 04:00 PM (PST) @ West Exhibition Hall C, B3 None
Cross-disciplinary insights into alignment in humans and machines
Tutorial
Tue Dec 10 01:30 PM -- 04:00 PM (PST) @ East Exhibition Hall A None
Generating Programmatic Solutions: Algorithms and Applications of Programmatic Reinforcement Learning and Code Generation
Tutorial
Tue Dec 10 01:30 PM -- 04:00 PM (PST) @ West Ballroom A None
Out-of-Distribution Generalization: Shortcuts, Spuriousness, and Stability
Tutorial
Tue Dec 10 01:30 PM -- 04:00 PM (PST) @ East Exhibition Hall C None
Beyond Decoding: Meta-Generation Algorithms for Large Language Models
Tutorial
Tue Dec 10 01:30 PM -- 04:00 PM (PST) @ West Ballroom B None
Sandbox for the Blackbox: How LLMs Learn Structured Data?