2023 Tutorials List

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)