Valentin De Bortoli
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
13
Venues
6
Active years
2020–2025
Best venue rank
A*
Where they publish
Papers
13 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AISTATS | Diffusion Models as Constrained Samplers for Optimization with Unknown Constraints. | Lingkai Kong, Yuanqi Du, Wenhao Mu, Kirill Neklyudov, Valentin De Bortoli, Dongxia Wu, Haorui Wang, Aaron M. Ferber, Yian Ma, Carla P. Gomes, Chao Zhang |
| 2025 | AISTATS | Implicit Diffusion: Efficient optimization through stochastic sampling. | Pierre Marion, Anna Korba, Peter L. Bartlett, Mathieu Blondel, Valentin De Bortoli, Arnaud Doucet, Felipe Llinares-Lpez, Courtney Paquette, Quentin Berthet |
| 2025 | ICLR | Deep MMD Gradient Flow without adversarial training. | Alexandre Galashov, Valentin De Bortoli, Arthur Gretton |
| 2025 | ICML | Accelerated Diffusion Models via Speculative Sampling. | Valentin De Bortoli, Alexandre Galashov, Arthur Gretton, Arnaud Doucet |
| 2025 | ICML | Distributional Diffusion Models with Scoring Rules. | Valentin De Bortoli, Alexandre Galashov, J. Swaroop Guntupalli, Guangyao Zhou, Kevin Patrick Murphy, Arthur Gretton, Arnaud Doucet |
| 2024 | ICLR | Nearly d-Linear Convergence Bounds for Diffusion Models via Stochastic Localization. | Joe Benton, Valentin De Bortoli, Arnaud Doucet, George Deligiannidis |
| 2024 | ICLR | Particle Guidance: non-I.I.D. Diverse Sampling with Diffusion Models. | Gabriele Corso, Yilun Xu, Valentin De Bortoli, Regina Barzilay, Tommi S. Jaakkola |
| 2024 | ICLR | Plug-and-Play Posterior Sampling under Mismatched Measurement and Prior Models. | Marien Renaud, Jiaming Liu, Valentin De Bortoli, Andrs Almansa, Ulugbek Kamilov |
| 2024 | ICML | Particle Denoising Diffusion Sampler. | Angus Phillips, Hai-Dang Dau, Michael John Hutchinson, Valentin De Bortoli, George Deligiannidis, Arnaud Doucet |
| 2023 | ICML | SE(3) diffusion model with application to protein backbone generation. | Jason Yim, Brian L. Trippe, Valentin De Bortoli, Emile Mathieu, Arnaud Doucet, Regina Barzilay, Tommi S. Jaakkola |
| 2022 | UAI | Conditional simulation using diffusion Schrdinger bridges. | Yuyang Shi, Valentin De Bortoli, George Deligiannidis, Arnaud Doucet |
| 2021 | COLT | Convergence rates and approximation results for SGD and its continuous-time counterpart. | Xavier Fontaine, Valentin De Bortoli, Alain Durmus |
| 2020 | ICASSP | Approximate Bayesian Computation with the Sliced-Wasserstein Distance. | Kimia Nadjahi, Valentin De Bortoli, Alain Durmus, Roland Badeau, Umut Simsekli |