Luca Ambrogioni
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
12
Venues
4
Active years
2018–2025
Best venue rank
A*
Where they publish
Papers
12 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICLR | Dynamic Negative Guidance of Diffusion Models. | Felix Koulischer, Johannes Deleu, Gabriel Raya, Thomas Demeester, Luca Ambrogioni |
| 2025 | ICLR | Manifolds, Random Matrices and Spectral Gaps: The geometric phases of generative diffusion. | Enrico Ventura, Beatrice Achilli, Gianluigi Silvestri, Carlo Lucibello, Luca Ambrogioni |
| 2025 | ICML | VCT: Training Consistency Models with Variational Noise Coupling. | Gianluigi Silvestri, Luca Ambrogioni, Chieh-Hsin Lai, Yuhta Takida, Yuki Mitsufuji |
| 2024 | ICML | Stationarity without mean reversion in improper Gaussian processes. | Luca Ambrogioni |
| 2023 | ICLR | Deterministic training of generative autoencoders using invertible layers. | Gianluigi Silvestri, Daan Roos, Luca Ambrogioni |
| 2022 | ICLR | Embedded-model flows: Combining the inductive biases of model-free deep learning and explicit probabilistic modeling. | Gianluigi Silvestri, Emily Fertig, Dave Moore, Luca Ambrogioni |
| 2021 | AISTATS | Automatic structured variational inference. | Luca Ambrogioni, Kate Lin, Emily Fertig, Sharad Vikram, Max Hinne, Dave Moore, Marcel van Gerven |
| 2021 | ICML | Automatic variational inference with cascading flows. | Luca Ambrogioni, Gianluigi Silvestri, Marcel van Gerven |
| 2020 | UAI | The Indian Chefs Process. | Patrick Dallaire, Luca Ambrogioni, Ludovic Trottier, Umut Gl, Max Hinne, Philippe Gigure, Marcel van Gerven, Franois Laviolette |
| 2019 | AISTATS | SpikeCaKe: Semi-Analytic Nonparametric Bayesian Inference for Spike-Spike Neuronal Connectivity. | Luca Ambrogioni, Patrick Ebel, Max Hinne, Umut Gl, Marcel van Gerven, Eric Maris |
| 2019 | AISTATS | Forward Amortized Inference for Likelihood-Free Variational Marginalization. | Luca Ambrogioni, Umut Gl, Julia Berezutskaya, Eva W. P. van den Borne, Yagmur Gltrk, Max Hinne, Eric Maris, Marcel van Gerven |
| 2018 | AISTATS | Integral Transforms from Finite Data: An Application of Gaussian Process Regression to Fourier Analysis. | Luca Ambrogioni, Eric Maris |