2023 Tutorials
Modeling and Exploiting Data Heterogeneity under Distribution Shifts
Jiashuo Liu · Tianhui Cai · Peng Cui · Hongseok Namkoong
|
Hall B1 (level 1) | |
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
|
Hall B2 (level 1) | |
Governance & Accountability for ML: Existing Tools, Ongoing Efforts, & Future Directions
Emily Black · Hoda Heidari · Daniel Ho
|
Hall E (level 1) | |
Application Development using Large Language Models
Andrew Ng · Isa Fulford
|
Hall E2 (level 1) | |
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
|
La Nouvelle Orleans Ballroom A-C (level 2) | |
Do You Prefer Learning with Preferences?
Aditya Gopalan · Aadirupa Saha · Yoshua Bengio · Craig Boutilier · Elad Hazan · Robert Nowak · Tobias Schnabel
|
Hall C2 (level 1 gate 9 south of food court) | |
How to Work With Real Humans in Human-AI Systems
Elizabeth Bondi-Kelly · Krishnamurthy Dvijotham · Matthew Taylor
|
Hall B1 (level 1) | |
Language Models Meet World Models
Zhiting Hu · Tianmin Shu
|
Hall D2 (level 1) | |
Recent and Upcoming Developments in Randomized Numerical Linear Algebra for ML
Michal Derezinski · Michael Mahoney
|
Hall C2 (level 1 gate 9 south of food court) | |
Reconsidering Overfitting in the Age of Overparameterized Models
Spencer Frei · Vidya Muthukumar · Fanny Yang · Arash Amini · Kamalika Chaudhuri · Daniel Hsu · Nati Srebro · Chiyuan Zhang
|
Hall D2 (level 1) | |
Contributing to an Efficient and Democratized Large Model Era
James Demmel · Yang You
|
La Nouvelle Orleans Ballroom A-C (level 2) | |
Latent Diffusion Models: Is the Generative AI Revolution Happening in Latent Space?
Karsten Kreis · Ruiqi Gao · Arash Vahdat
|
Hall E2 (level 1) | |
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
|
Hall E (level 1) | |
Data Contribution Estimation for Machine Learning
Stephanie Schoch · Ruoxi Jia · Yangfeng Ji
|
Hall B2 (level 1) |