Roberto Bondesan
7 papers · 2021–2025 · 4 venues · across top CS/AI venues
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π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (24) π Keyword Champion (2)
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Renaissance Researcher
(6)
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Research topics
Deep Learning
(6)
Machine Learning
(5)
Artificial Intelligence
(4)
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Optimization & Theory
(4)
Mathematics & Optimization
(2)
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Core AI
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(2)
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(2)
Computer Science
(1)
Computer Vision
(1)
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(1)
Reinforcement Learning
(1)
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(1)
Keywords
combinatorial optimization
(3)
neural network
(2)
computation graph
(2)
gaussian process
(2)
conditional generation
(1)
quantum computing
(1)
gaussian processes
(1)
global optimization
(1)
deep learning theory
(1)
message passing
(1)
sequential monte carlo
(1)
simulated annealing
(1)
bayesian optimization
(1)
batch optimization
(1)
generative model
(1)
determinantal point process
(1)
optical computing
(1)
regret bound
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convolutional neural network
(1)
deep learning
(1)
Papers
Feynman-Kac Correctors in Diffusion: Annealing, Guidance, and Product of Experts
ICML 2025
Neural Simulated Annealing
AISTATS 2023
Robust Scheduling with GFlowNets
ICLR 2023
Batch Bayesian Optimization on Permutations using the Acquisition Weighted Kernel
NeurIPS 2022
Neural Topological Ordering for Computation Graphs
NeurIPS 2022
Probabilistic Numeric Convolutional Neural Networks
ICLR 2021
The Hintons in your Neural Network: a Quantum Field Theory View of Deep Learning
ICML 2021