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Poster
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Thu 7:45
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Provable Variational Inference for Constrained Log-Submodular Models
Josip Djolonga · Stefanie Jegelka · Andreas Krause
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Poster
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Wed 7:45
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Non-monotone Submodular Maximization in Exponentially Fewer Iterations
Eric Balkanski · Adam Breuer · Yaron Singer
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Poster
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Wed 14:00
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Optimization for Approximate Submodularity
Yaron Singer · Avinatan Hassidim
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Poster
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Thu 14:00
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Limited Memory Kelley's Method Converges for Composite Convex and Submodular Objectives
Song Zhou · Swati Gupta · Madeleine Udell
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Poster
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Wed 14:00
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Multi-objective Maximization of Monotone Submodular Functions with Cardinality Constraint
Rajan Udwani
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Poster
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Thu 7:45
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Do Less, Get More: Streaming Submodular Maximization with Subsampling
Moran Feldman · Amin Karbasi · Ehsan Kazemi
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Poster
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Wed 14:00
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Efficient Algorithms for Non-convex Isotonic Regression through Submodular Optimization
Francis Bach
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Poster
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Thu 14:00
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Diverse Ensemble Evolution: Curriculum Data-Model Marriage
Tianyi Zhou · Shengjie Wang · Jeffrey A Bilmes
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Poster
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Wed 7:45
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On Misinformation Containment in Online Social Networks
Amo Tong · Ding-Zhu Du · Weili Wu
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Poster
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Wed 14:00
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Submodular Maximization via Gradient Ascent: The Case of Deep Submodular Functions
Wenruo Bai · William Stafford Noble · Jeffrey A Bilmes
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Oral
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Thu 7:05
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Optimal Algorithms for Continuous Non-monotone Submodular and DR-Submodular Maximization
Rad Niazadeh · Tim Roughgarden · Joshua Wang
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Poster
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Thu 7:45
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Fast greedy algorithms for dictionary selection with generalized sparsity constraints
Kaito Fujii · Tasuku Soma
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