Vicente Balmaseda
3 papers · 2024–2025 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge · Silver
Venues
Top co-authors
Research topics
Machine Learning
(3)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Applications
(1)
Core AI
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Keywords
contrastive learning
(1)
embedding
(1)
self-supervised learning
(1)
optimization
(1)
graph
(1)
probabilistic framework
(1)
optimization algorithm
(1)
approximation algorithm
(1)
reward model
(1)
linear program
(1)
false negative
(1)
edge deletion
(1)
discriminative fine-tuning
(1)
generative large language model
(1)
thresholds
(1)
derandomization
(1)
cliques
(1)
human-labeled preference data
(1)
Papers
Discovering Global False Negatives On the Fly for Self-supervised Contrastive Learning
ICML 2025
Discriminative Finetuning of Generative Large Language Models without Reward Models and Human Preference Data
ICML 2025
Combinatorial Approximations for Cluster Deletion: Simpler, Faster, and Better
ICML 2024