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(14 events)   Timezone: America/Los_Angeles  
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Tutorial
Mon Dec 11 07:45 AM -- 10:15 AM (PST) @ Hall B2 (level 1) None
Data Contribution Estimation for Machine Learning
Stephanie Schoch · Ruoxi Jia · Yangfeng Ji
Tutorial
Mon Dec 11 07:45 AM -- 10:15 AM (PST) @ Hall E2 (level 1) None
Latent Diffusion Models: Is the Generative AI Revolution Happening in Latent Space?
Karsten Kreis · Ruiqi Gao · Arash Vahdat
Tutorial
Mon Dec 11 07:45 AM -- 10:15 AM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Contributing to an Efficient and Democratized Large Model Era
James Demmel · Yang You
Tutorial
Mon Dec 11 07:45 AM -- 10:15 AM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Recent and Upcoming Developments in Randomized Numerical Linear Algebra for ML
Michal Derezinski · Michael Mahoney
[ Slides] 
Tutorial
Mon Dec 11 07:45 AM -- 10:15 AM (PST) @ Hall D2 (level 1) None
Language Models Meet World Models
Zhiting Hu · Tianmin Shu
Tutorial
Mon Dec 11 07:45 AM -- 10:15 AM (PST) @ Hall B1 (level 1) None
How to Work With Real Humans in Human-AI Systems
Elizabeth Bondi-Kelly · Krishnamurthy Dvijotham · Matthew Taylor
Tutorial
Mon Dec 11 07:45 AM -- 10:15 AM (PST) @ Hall E (level 1) None
Governance & Accountability for ML: Existing Tools, Ongoing Efforts, & Future Directions
Emily Black · Hoda Heidari · Daniel Ho
Tutorial
Mon Dec 11 11:45 AM -- 02:15 PM (PST) @ Hall B2 (level 1) None
Machine Learning for Theorem Proving
Zhangir Azerbayev · Emily First · Albert Q. Jiang · Kaiyu Yang · Anima Anandkumar · Noah Goodman · Alex Sanchez-Stern · Dawn Song · Sean Welleck
Tutorial
Mon Dec 11 11:45 AM -- 02:15 PM (PST) @ Hall E (level 1) None
What can we do about NeurIPS Reviewer #2?Challenges, Solutions, Experiments and Open Problemsin Peer Review
Nihar Shah · Hugo Larochelle · Andrew McCallum · Alice Oh · - Mausam · Charvi Rastogi
Tutorial
Mon Dec 11 11:45 AM -- 02:15 PM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Do You Prefer Learning with Preferences?
Aditya Gopalan · Aadirupa Saha · Yoshua Bengio · Craig Boutilier · Elad Hazan · Robert Nowak · Tobias Schnabel
Tutorial
Mon Dec 11 11:45 AM -- 02:15 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Data-Centric AI for reliable and responsible AI: from theory to practice
Mihaela van der Schaar · Isabelle Guyon · Nabeel Seedat · Jennifer Wortman Vaughan · Kyunghyun Cho · Razvan Pascanu · Jim Weatherall
Tutorial
Mon Dec 11 11:45 AM -- 02:15 PM (PST) @ Hall D2 (level 1) None
Reconsidering Overfitting in the Age of Overparameterized Models
Spencer Frei · Vidya Muthukumar · Fanny Yang · Arash Amini · Kamalika Chaudhuri · Daniel Hsu · Nati Srebro · Chiyuan Zhang
[ Slides] 
Tutorial
Mon Dec 11 11:45 AM -- 02:15 PM (PST) @ Hall E2 (level 1) None
Application Development using Large Language Models
Andrew Ng · Isa Fulford
Tutorial
Mon Dec 11 11:45 AM -- 02:15 PM (PST) @ Hall B1 (level 1) None
Modeling and Exploiting Data Heterogeneity under Distribution Shifts
Jiashuo Liu · Tianhui Cai · Peng Cui · Hongseok Namkoong
[ Slides]