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432 Results
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Poster
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Wed 15:30 |
A General Recipe for Likelihood-free Bayesian Optimization Jiaming Song · Lantao Yu · Willie Neiswanger · Stefano Ermon |
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Spotlight
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Wed 14:20 |
Constrained Discrete Black-Box Optimization using Mixed-Integer Programming Theodore Papalexopoulos · Christian Tjandraatmadja · Ross Anderson · Juan Pablo Vielma · David Belanger |
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Poster
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Wed 15:30 |
Constrained Discrete Black-Box Optimization using Mixed-Integer Programming Theodore Papalexopoulos · Christian Tjandraatmadja · Ross Anderson · Juan Pablo Vielma · David Belanger |
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Oral
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Wed 14:00 |
A General Recipe for Likelihood-free Bayesian Optimization Jiaming Song · Lantao Yu · Willie Neiswanger · Stefano Ermon |
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Spotlight
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Wed 14:35 |
Robust Multi-Objective Bayesian Optimization Under Input Noise Samuel Daulton · Sait Cakmak · Maximilian Balandat · Michael A Osborne · Enlu Zhou · Eytan Bakshy |
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Poster
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Wed 15:30 |
Robust Multi-Objective Bayesian Optimization Under Input Noise Samuel Daulton · Sait Cakmak · Maximilian Balandat · Michael A Osborne · Enlu Zhou · Eytan Bakshy |
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Poster
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Wed 15:30 |
The power of first-order smooth optimization for black-box non-smooth problems Alexander Gasnikov · Anton Novitskii · Vasilii Novitskii · Farshed Abdukhakimov · Dmitry Kamzolov · Aleksandr Beznosikov · Martin Takac · Pavel Dvurechenskii · Bin Gu |
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Spotlight
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Wed 14:50 |
The power of first-order smooth optimization for black-box non-smooth problems Alexander Gasnikov · Anton Novitskii · Vasilii Novitskii · Farshed Abdukhakimov · Dmitry Kamzolov · Aleksandr Beznosikov · Martin Takac · Pavel Dvurechenskii · Bin Gu |
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Oral
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Thu 10:30 |
UnderGrad: A Universal Black-Box Optimization Method with Almost Dimension-Free Convergence Rate Guarantees Kimon Antonakopoulos · Dong Quan Vu · Volkan Cevher · Kfir Levy · Panayotis Mertikopoulos |
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Poster
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Thu 15:00 |
UnderGrad: A Universal Black-Box Optimization Method with Almost Dimension-Free Convergence Rate Guarantees Kimon Antonakopoulos · Dong Quan Vu · Volkan Cevher · Kfir Levy · Panayotis Mertikopoulos |
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Poster
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Wed 15:30 |
Query-Efficient and Scalable Black-Box Adversarial Attacks on Discrete Sequential Data via Bayesian Optimization Deokjae Lee · Seungyong Moon · Junhyeok Lee · Hyun Oh Song |
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Spotlight
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Wed 10:40 |
Query-Efficient and Scalable Black-Box Adversarial Attacks on Discrete Sequential Data via Bayesian Optimization Deokjae Lee · Seungyong Moon · Junhyeok Lee · Hyun Oh Song |