Workshops
Summer 2018

Adaptive Data Analysis

Tuesday, Jul 24, 2018 to Wednesday, Jul 25, 2018 

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Program: 
Summer Cluster: Algorithmic Fairness
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Organizers:

Cynthia Dwork (Harvard University & Microsoft Research; chair), Aaron Roth (University of Pennsylvania), Adam Smith (Boston University), Weijie Su (University of Pennsylvania), James Zou (Harvard University)

Talks

TUTORIAL: Algorithmic Approaches to Preventing Overfitting in Adaptive Data Analysis I
Speaker: Aaron Roth (University of Pennsylvania)
TUTORIAL: Algorithmic Approaches to Preventing Overfitting in Adaptive Data Analysis II
Speaker: Adam Smith (Boston University)
Controlling FDR While Sorting Through Discoveries
Speaker: Chiara Sabatti (Stanford University)
Generalization for Adaptively-chosen Estimators via Stable Median
Speaker: Thomas Steinke (IBM Almaden)
The Everlasting Database: Statistical Validity at a Fair Price
Speaker: Blake Woodworth (Toyota Technological Institute at Chicago)
Information-theoretic Analysis of Algorithmic Stability
Speaker: Max Raginsky (UIUC)
Moritz Hardt
Impromptu Short Talks & Discussions (James, Pragya, Robin)
Speaker: James Zou (Stanford University)
TUTORIAL: Recent Developments in Selective Inference I
Speaker: Snigdha Panigrahi (Stanford University)
TUTORIAL: Recent Developments in Selective Inference II
Speaker: Snigdha Panigrahi (Stanford University)
Minimax Rates for Batched Stochastic Optimization
Speaker: John Duchi (Stanford University)
AdaPT: An Interactive Procedure for Multiple Testing with Side Information
Speaker: Will Fithian (UC Berkeley)
Private False Discovery Rate Control, with Insights into Good Dependence Structures of p-values
Speaker: Weijie Su (University of Pennsylvania)
How to Use Heuristics for Differential Privacy
Speaker: Aaron Roth (University of Pennsylvania)
Bayesian Models and Information Symmetry in Adaptive Data Analysis
Speaker: Adam Smith (Boston University)
Calibrating Noise to Variance in Adaptive Data Analysis
Speaker: Vitaly Feldman (Google Brain)
Impromptu Short Talks & Discussions (Om, Michael, Ludwig)
Speaker: James Zou (Stanford University)