Marta Skreta
5 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(19)
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The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(5)
Optimization & Theory
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Models
(3)
Application Areas
(2)
Computer Vision
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Keywords
large language model
(2)
parameter estimation
(1)
quantum computing
(1)
quantum machine learning
(1)
sequential monte carlo
(1)
parameter optimization
(1)
bayesian optimization
(1)
diffusion model
(1)
vector field
(1)
deep equilibrium model
(1)
variational quantum algorithm
(1)
quantum deep equilibrium model
(1)
parametrized quantum circuit
(1)
fixed point computation
(1)
fixed point
(1)
stochastic differential equation
(1)
classifier-free guidance
(1)
evolutionary algorithm
(1)
model composition
(1)
score-based generative model
(1)
Papers
Efficient Evolutionary Search Over Chemical Space with Large Language Models
ICLR 2025
Feynman-Kac Correctors in Diffusion: Annealing, Guidance, and Product of Experts
ICML 2025
The Superposition of Diffusion Models Using the Itô Density Estimator
ICLR 2025
A Sober Look at LLMs for Material Discovery: Are They Actually Good for Bayesian Optimization Over Molecules?
ICML 2024
Quantum Deep Equilibrium Models
NeurIPS 2024