Roberto Bondesan
7 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (14) π Renaissance Researcher (6)
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Interdisciplinary Bridge
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Taxonomy Completionist
(18)
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Trend Setter
Conferences
ICLR (2)
ICML (2)
NIPS (2)
AISTATS (1)
Top co-authors
Keywords
combinatorial optimization
(3)
neural network
(2)
gaussian processes
(1)
attention mechanism
(1)
deep learning theory
(1)
quantum computing
(1)
deep learning
(1)
gaussian process
(1)
global optimization
(1)
message passing
(1)
simulated annealing
(1)
bayesian optimization
(1)
batch optimization
(1)
optical computing
(1)
determinantal point process
(1)
generative model
(1)
regret bound
(1)
acquisition function
(1)
computation graph
(1)
combinatorial optimisation
(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
Neural Topological Ordering for Computation Graphs
NIPS 2022
Batch Bayesian Optimization on Permutations using the Acquisition Weighted Kernel
NIPS 2022
Probabilistic Numeric Convolutional Neural Networks
ICLR 2021
The Hintons in your Neural Network: a Quantum Field Theory View of Deep Learning
ICML 2021