Optimization
Single-Call Stochastic Extragradient Methods for Structured Non-monotone Variational Inequalities: Improved Analysis under Weaker Conditions
Neural Information Processing Systems
For this reason, the ML community started focusing on non-monotone problems with extra structural properties.
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Molecule Design by Latent Prompt Transformer
Neural Information Processing Systems
This work explores the challenging problem of molecule design by framing it as a conditional generative modeling task, where target biological properties or desired chemical constraints serve as conditioning variables.
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Variational Annealing on Graphs for Combinatorial Optimization
Neural Information Processing Systems
We demonstrate that this assumption imposes performance limitations in particular on difficult problem instances.
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