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40 Results
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Poster
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Tue 15:15 |
Efficient Meta Neural Heuristic for Multi-Objective Combinatorial Optimization Jinbiao Chen · Jiahai Wang · Zizhen Zhang · Zhiguang Cao · Te Ye · Siyuan Chen |
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Poster
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Tue 8:45 |
Advancing Bayesian Optimization via Learning Correlated Latent Space Seunghun Lee · Jaewon Chu · Sihyeon Kim · Juyeon Ko · Hyunwoo Kim |
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Poster
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Wed 8:45 |
Neural Multi-Objective Combinatorial Optimization with Diversity Enhancement Jinbiao Chen · Zizhen Zhang · Zhiguang Cao · Yaoxin Wu · Yining Ma · Te Ye · Jiahai Wang |
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Poster
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Wed 8:45 |
Simple, Scalable and Effective Clustering via One-Dimensional Projections Moses Charikar · Monika Henzinger · Lunjia Hu · Maximilian Vötsch · Erik Waingarten |
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Poster
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Tue 8:45 |
Optimizing over trained GNNs via symmetry breaking Shiqiang Zhang · Juan Campos · Christian Feldmann · David Walz · Frederik Sandfort · Miriam Mathea · Calvin Tsay · Ruth Misener |
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Poster
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Wed 15:00 |
Necessary and Sufficient Conditions for Optimal Decision Trees using Dynamic Programming Jacobus van der Linden · Mathijs de Weerdt · Emir Demirović |
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Workshop
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Through the looking glass: navigating in latent space to optimize over combinatorial synthesis libraries Aryan Pedawi · Saulo de Oliveira · Henry van den Bedem |
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Poster
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Tue 8:45 |
Framework and Benchmarks for Combinatorial and Mixed-variable Bayesian Optimization Kamil Dreczkowski · Antoine Grosnit · Haitham Bou Ammar |
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Poster
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Wed 15:00 |
Neural Combinatorial Optimization with Heavy Decoder: Toward Large Scale Generalization Fu Luo · Xi Lin · Fei Liu · Qingfu Zhang · Zhenkun Wang |
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Workshop
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Optimistic Games for Combinatorial Bayesian Optimization with Applications to Protein Design Melis Ilayda Bal · Pier Giuseppe Sessa · Mojmir Mutny · Andreas Krause |
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Poster
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Tue 15:15 |
Dynamic Non-monotone Submodular Maximization Kiarash Banihashem · Leyla Biabani · Samira Goudarzi · MohammadTaghi Hajiaghayi · Peyman Jabbarzade · Morteza Monemizadeh |
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Workshop
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Combinatorial Optimization via Memory Metropolis: Template Networks for Proposal Distributions in Simulated Annealing applied to Nanophotonic Inverse Design Marlon Becker · Marco Butz · David Lemli · Carsten Schuck · Benjamin Risse |