Carla P Gomes
10 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Cross-Pollinator (11) πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer π Interdisciplinary Bridge
π
Conference Polyglot
(4)
π
Century Club
(10)
β‘
Prolific Year
(5)
β
The Questioner
Conferences
ICML (5)
ICLR (3)
AAAI (1)
AISTATS (1)
Top co-authors
Keywords
reinforcement learning
(2)
structured matrix
(1)
contrastive learning
(1)
multi-label classification
(1)
automatic differentiation
(1)
gradient estimation
(1)
gaussian process
(1)
continuous control
(1)
high-dimensional optimization
(1)
bayesian optimization
(1)
multi-objective optimization
(1)
top-k classification
(1)
gaussian mixture model
(1)
memory efficiency
(1)
variational autoencoder
(1)
latent space
(1)
soft actor-critic
(1)
numerical stability
(1)
cross-entropy loss
(1)
low precision training
(1)
Papers
Constraint-aware Pareto Optimization for Tree-Structured Networks: Addressing Decarbonization Targets with Hydropower Expansion
AAAI 2025
Diffusion Models as Constrained Samplers for Optimization with Unknown Constraints
AISTATS 2025
Learning to Explore and Exploit with GNNs for Unsupervised Combinatorial Optimization
ICLR 2025
On Speeding Up Language Model Evaluation
ICLR 2025
PhantomWiki: On-Demand Datasets for Reasoning and Retrieval Evaluation
ICML 2025
Weighted Sampling without Replacement for Deep Top-$k$ Classification
ICML 2023
Scalable First-Order Bayesian Optimization via Structured Automatic Differentiation
ICML 2022
Is High Variance Unavoidable in RL? A Case Study in Continuous Control
ICLR 2022
Gaussian Mixture Variational Autoencoder with Contrastive Learning for Multi-Label Classification
ICML 2022
Low-Precision Reinforcement Learning: Running Soft Actor-Critic in Half Precision
ICML 2021