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(14 events)   Timezone:  
The 2024 schedule is still incomplete
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Tutorial
Tue Dec 10 09:30 AM -- 12:00 PM (PST) @ West Meeting Room 109, 110 None
Causality for Large Language Models
Zhijing Jin · Sergio Garrido
Tutorial
Tue Dec 10 09:30 AM -- 12:00 PM (PST) @ West Exhibition Hall C, B3 None
Flow Matching for Generative Modeling
Ricky T. Q. Chen · Yaron Lipman · Heli Ben-Hamu
Tutorial
Tue Dec 10 09:30 AM -- 12:00 PM (PST) @ East Exhibition Hall A None
Experimental Design and Analysis for AI Researchers
Michael Mozer · Katherine Hermann · Jennifer Hu
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
Edoardo Maria Ponti · André Martins
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
Kyle Lo · Akshita Bhagia · Nathan Lambert
Tutorial
Tue Dec 10 09:30 AM -- 12:00 PM (PST) @ East Exhibition Hall C None
Evaluating Large Language Models - Principles, Approaches, and Applications
Bo Li · Irina Sigler · Yuan Xue
Tutorial
Tue Dec 10 09:30 AM -- 12:00 PM (PST) @ West Ballroom A None
Watermarking for Large Language Models
Yu-Xiang Wang · Lei Li · Xuandong Zhao
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
Matthew Finlayson · Hailey Schoelkopf · Sean Welleck
Tutorial
Tue Dec 10 01:30 PM -- 04:00 PM (PST) @ West Ballroom B None
Sandbox for the Blackbox: How LLMs Learn Structured Data?
Bingbin Liu · Ashok Vardhan Makkuva · Jason Lee
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
Levi Lelis · Xinyun Chen · Shao-Hua Sun
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
Jiachen (Tianhao) Wang · Ludwig Schmidt · Ruoxi Jia
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
Gillian Hadfield · Dylan Hadfield-Menell · Joel Leibo · Rakshit Trivedi
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
Mimee Xu · Dmitrii Usynin · Fazl Barez
Tutorial
Tue Dec 10 01:30 PM -- 04:00 PM (PST) @ West Ballroom A None
Out-of-Distribution Generalization: Shortcuts, Spuriousness, and Stability
Maggie Makar · Aahlad Manas Puli · Yoav Wald