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119 Results
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Workshop
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Learning from Less: Bayesian Neural Networks for Optimization Proxy using Limited Labeled Data Parikshit Pareek · Kaarthik Sundar · Deep Deka · Sidhant Misra |
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Workshop
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Bayesian Optimization of Antibodies Informed by a Generative Model of Evolving Sequences Alan Amin · Nate Gruver · Yucen Li · Yilun Kuang · Hunter Elliott · Calvin McCarter · Aniruddh Raghu · Peyton Greenside · Andrew Wilson |
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Workshop
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Dimension Deficit: Is 3D a Step Too Far for Optimizing Molecules? Andres Guzman-Cordero · Luca Thiede · Gary Tom · Alan Aspuru-Guzik · Felix Strieth-Kalthoff · Agustinus Kristiadi |
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Workshop
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Meta-Learned Bayesian Optimization for Energy Yield in Inertial Confinement Fusion Vineet Gundecha · Ricardo Luna Gutierrez · Sahand Ghorbanpour · Rahman Ejaz · Avisek Naug · Soumyendu Sarkar |
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Poster
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Wed 11:00 |
Pre-trained Gaussian Processes for Bayesian Optimization Zi Wang · George Dahl · Kevin Swersky · Chansoo Lee · Zachary Nado · Justin Gilmer · Jasper Snoek · Zoubin Ghahramani |
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Poster
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Wed 16:30 |
Regularized Adaptive Momentum Dual Averaging with an Efficient Inexact Subproblem Solver for Training Structured Neural Network Zih-Syuan Huang · Ching-pei Lee |
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Workshop
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Explainable Meta Bayesian Optimization with Human Feedback for Fusion Energy Ricardo Luna Gutierrez · Sahand Ghorbanpour · Vineet Gundecha · Rahman Ejaz · Avisek Naug · Desik Rengarajan · Ashwin Ramesh Babu · Soumyendu Sarkar |
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Workshop
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Discovering Multi-Layer Films for Electromagnetic Interference Shielding and Passive Cooling with Multi-Objective Active Learning Mingxuan Li · Jungtaek Kim · Paul Leu |
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Workshop
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If optimizing for general parameters in chemistry is useful, why is it hardly done? Stefan P. Schmid · Ella Miray Rajaonson · Cher-Tian Ser · Mohammad Haddadnia · Shi Xuan Leong · Alan Aspuru-Guzik · Agustinus Kristiadi · Kjell Jorner · Felix Strieth-Kalthoff |
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Poster
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Wed 11:00 |
Non-asymptotic Analysis of Biased Adaptive Stochastic Approximation Sobihan Surendran · Adeline Fermanian · Antoine Godichon-Baggioni · Sylvain Le Corff |
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Poster
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Thu 16:30 |
MicroAdam: Accurate Adaptive Optimization with Low Space Overhead and Provable Convergence Ionut-Vlad Modoranu · Mher Safaryan · Grigory Malinovsky · Eldar Kurtić · Thomas Robert · Peter Richtarik · Dan Alistarh |
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Poster
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Fri 11:00 |
Transition Constrained Bayesian Optimization via Markov Decision Processes Jose Pablo Folch · Calvin Tsay · Robert Lee · Behrang Shafei · Weronika Ormaniec · Andreas Krause · Mark van der Wilk · Ruth Misener · Mojmir Mutny |