Victor Valls

2 papers · 2020–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

Venues

AAAI (1) AISTATS (1)

Top co-authors

Thanh Lam Hoang (1) Vanessa Lopez (1) Douglas Leith (1) Gabriele Picco (1) Mykhaylo Zayats (1) Raul Fernandez-Diaz (1) Cesar Berrospi (1) Marcos Martinez Galindo (1) Marco Luca Sbodio (1) Leandros Tassiulas (1)

Research topics

Machine Learning (2) Deep Learning (1) Healthcare & Medicine (1) Knowledge & Reasoning (1) Mathematics & Optimization (1) Core Methods (1) Learning Types (1) Optimization (1) Optimization & Theory (1) Representation (1) Research (1)

Keywords

representation learning (1) multimodal learning (1) protein representation (1) online convex optimization (1) primal-dual algorithm (1) knowledge graph (1) learning rate (1) regret bound (1) drug discovery (1) molecular representation (1) constraint violation (1) binding affinity (1) protein binding affinity (1)

Papers

Knowledge Enhanced Representation Learning for Drug Discovery AAAI 2024 Online Convex Optimization with Perturbed Constraints: Optimal Rates against Stronger Benchmarks AISTATS 2020