SILO: Scalable Gaussian-Process Inference via Sparse Inverse Cholesky Factorization
2023-09-06 12:30 - 13:30 (America/Chicago) | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States
Matthias Katzfuss

IFDS Ideas Forum
2023-09-11 12:30 | WI
The Deceptive Green Flamingos: a thought experiment on the complexities of AI alignment
Speakers: Dimitris Papailiopoulos / Nayoung Lee

SILO: A Statistical Framework for Private Personalized Federated Learning and Estimation
2023-09-13 12:30 - 13:30 | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States
Suhas Diggavi, UCLA

IFDS Ideas Forum
2023-09-18 12:30 | WI
Peer diffusions over uncertain networks
Speaker: Alex Hayes

SILO: Detecting equivalence between iterative algorithms for optimization
2023-09-20 12:30 - 13:30 | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States
Madeleine Udell, Stanford

IFDS Ideas Forum
2023-09-25 12:30 | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States
Accelerating optimization over the probability measure space
Speaker: Shi Chen

SILO
2023-09-27 12:30 | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States
Toward a grand unified theory of accelerations in optimization and machine learning
Speaker: Ernest Ryu

SILO: Toward a Grand Unified Theory of Accelerations in Optimization and Machine Learning
2023-09-27 12:30 - 13:30 | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States
Ernest Ryu, SNU

IFDS Ideas Forum
2023-10-02 12:30 | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States
Clustered Federated Learning from the Perspective of Interacting Particle System/The Expressive Power of Low-Rank Adaptation
Speakers: Sixu Li/Yuchen Zeng

SILO: Connections Between Replicability, Privacy, and Perfect Generalization
2023-10-04 12:30 - 13:30 | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States
Jessica Sorrell, UPenn

IFDS Ideas Forum
2023-10-09 12:30 | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States
Geometry-Aware Adaptation for Pretrained Models
Speaker: Nicholas Roberts

SILO: Distributional Shifts Problems and Distributionally Robust Solutions
2023-10-12 16:00 | Researchers’ Link, 330 N Orchard St, Madison, WI, 53715, United States
U Wash, Zaid Harchaoui

IFDS Ideas Forum
2023-10-16 12:30 | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States
Stochastic Regularized Majorization-Minimization / Variance Reduction Beyond Minimization
Speaker: Hanbaek Lyu / Ahmet Alacaoglu

SILO: Example Selection and Post-Training Quantization
2023-10-18 12:30 - 13:30 | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States
Christopher De Sa, Cornell

NSF TRIPODS GRAPFiCs Workshop
2023-10-19 - 2023-10-20 | WI

IFDS Ideas Forum
2023-10-23 12:30 | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States
A Theoretical Analysis of In-context Task Retrieval and Learning/On Squared-Variable Formulations (and LP)
Speakers: Ziqian Lin/ Lijun Ding

SILO: Understanding Deep Learning through Optimization Bias
2023-10-25 12:30 - 13:30 | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States
Nati Srebro, TTIC

IFDS Ideas Forum
2023-10-30 12:30 | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States
Human-in-the-Loop Out of Distribution Detection with False Positive Rate Guarantees
Speakers: Harit Vishwakarma/Ramya Vinayak

SILO: Balanced Filtering via Disclosure-Controlled Proxies
2023-11-01 12:30 - 13:30 | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States
Emily Diana, TTIC

IFDS Ideas Forum
2023-11-06 12:30 | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States
TBD
Speakers: Joe Shenouda/Matthew Zurek

SILO: Leveraging Reviews: Learning to Price with Buyer and Seller Uncertainty
2023-11-08 12:30 - 13:30 | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States
Ellen Vitercik, Stanford

IFDS Ideas Forum
2023-11-13 12:30 | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States
TBD
Speakers: William Powell / Andrew Lowy

SILO: A Theory of Universal Learning
2023-11-15 12:30 - 13:30 | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States
Purdue, Steve Hanneke

IFDS Ideas Forum
2023-11-20 12:30 | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States
TBD
Speakers: Karan Srivastava / Chenghui Li

SILO: World Knowledge in the Time of Large Models
2023-11-22 12:30 - 13:30 | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States
DeepMind, Kenneth Marino

IFDS Ideas Forum
2023-11-27 12:30 | WI
TBD
Speaker: Zarifis Nikos

SILO: Understanding deep nets: on local Lipschitz functions and learned proximal networks
2023-11-29 12:30 - 13:30 | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States
Jeremias Sulam, JHU

IFDS Ideas Forum
2023-12-04 12:30 | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States
TBD
Speakers: Jitian Zhao / Zhexuan Liu

SILO: Invariant Low-Dimensional Subspaces in Gradient Descent for Learning Deep Networks
2023-12-06 12:30 - 13:30 | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States
Qing Qu, UMich

IFDS Ideas Forum
2023-12-11 12:30 | Orchard View Room, 330 N. Orchard Street, 3rd Floor NE, Madison, Wisconsin, 53715, United States
TBD
Speaker: Thanasis Pittas
