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