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Workshop
Fri 8:30 Invited Talk 2 - Marinka Zitnik (Harvard) - Foundation Models for Molecular Drug Design and Clinical Drug Development
Workshop
Sat 9:15 Michael Tomasello - Agency and Cognitive Development
Workshop
Sat 8:55 Jon Kleinberg: Fine-Tuning Games: Modeling the Ecosystem of Machine Learning Applications and their Development
Affinity Workshop
Mon 7:30 Teach the Teacher Professional Development (T3PD)
Andrea Delgado-Olson
Poster
Wed 15:00 Natural Language Instruction-following with Task-related Language Development and Translation
Jing-Cheng Pang · Xin-Yu Yang · Si-Hang Yang · Xiong-Hui Chen · Yang Yu
Poster
Thu 8:45 Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series Forecasting
Marcel Kollovieh · Abdul Fatir Ansari · Michael Bohlke-Schneider · Jasper Zschiegner · Hao Wang · Yuyang (Bernie) Wang
Poster
Tue 8:45 DataPerf: Benchmarks for Data-Centric AI Development
Mark Mazumder · Colby Banbury · Xiaozhe Yao · Bojan Karlaš · William Gaviria Rojas · Sudnya Diamos · Greg Diamos · Lynn He · Alicia Parrish · Hannah Rose Kirk · Jessica Quaye · Charvi Rastogi · Douwe Kiela · David Jurado · David Kanter · Rafael Mosquera · Will Cukierski · Juan Ciro · Lora Aroyo · Bilge Acun · Lingjiao Chen · Mehul Raje · Max Bartolo · Evan Sabri Eyuboglu · Amirata Ghorbani · Emmett Goodman · Addison Howard · Oana Inel · Tariq Kane · Christine R. Kirkpatrick · D. Sculley · Tzu-Sheng Kuo · Jonas Mueller · Tristan Thrush · Joaquin Vanschoren · Margaret Warren · Adina Williams · Serena Yeung · Newsha Ardalani · Praveen Paritosh · Ce Zhang · James Zou · Carole-Jean Wu · Cody Coleman · Andrew Ng · Peter Mattson · Vijay Janapa Reddi
Poster
Wed 8:45 Statistically Valid Variable Importance Assessment through Conditional Permutations
Ahmad CHAMMA · Denis Engemann · Bertrand Thirion
Expo Talk Panel
Sun 11:00 Artificial Intelligence & Machine Learning Across the Entire Drug Development Pipeline
tom Diethe
Tutorial
Mon 11:45 Application Development using Large Language Models
Andrew Ng · Isa Fulford
Tutorial
Mon 7:45 Recent and Upcoming Developments in Randomized Numerical Linear Algebra for ML
Michal Derezinski · Michael Mahoney
Workshop
Extracting a Database of Challenges and Mitigation Strategies for Sodium-ion Battery Development
Mrigi Munjal · Thorben Prein · Vineeth Venugopal · Kevin Huang · Elsa Olivetti