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Poster
Thu 16:30 Constrained Robust Submodular Partitioning
Shengjie Wang · Tianyi Zhou · Chandrashekhar Lavania · Jeff A Bilmes
Poster
Wed 16:30 For high-dimensional hierarchical models, consider exchangeability of effects across covariates instead of across datasets
Brian Trippe · Hilary Finucane · Tamara Broderick
Workshop
Evaluating Machine Learning Models for Internet Network Security with Data Slices
Affinity Workshop
Wed 19:30 Invited talk - Machine Learning as a Service: The Challenges of Serving diverse client Distributions, Sunita Sarawagi
Sunita Sarawagi
Workshop
Tue 11:42 A Data-Centric Behavioral Machine Learning Platform to Reduce Health Inequalities
Workshop
A concept for fitness-for-use evaluation in Machine Learning pipelines
Workshop
Mon 6:30 Invited Talk 2: Cecilia Clementi: Designing molecular models by machine learning and experimental data
Cecilia Clementi
Panel
Mon 23:00 The Consequences of Massive Scaling in Machine Learning
Noah Goodman · Melanie Mitchell · Joelle Pineau · Oriol Vinyals · Jared Kaplan
Workshop
Mon 1:12 Invited Talk: Generalizability, robustness and fairness in machine learning risk prediction models
Rumi Chunara
Workshop
Mon 16:35 Multi-Modal Data Fusion and Machine Learning for Disaster Response
Debraj De
Workshop
Math Programming based Reinforcement Learning for Multi-Echelon Inventory Management
Pavithra Harsha · Ashish Jagmohan · Jayant Kalagnanam · Brian Quanz · Divya Singhvi
Poster
Tue 8:30 Grounding inductive biases in natural images: invariance stems from variations in data
Diane Bouchacourt · Mark Ibrahim · Ari Morcos