Alert button
Picture for José Miguel Hernández-Lobato

José Miguel Hernández-Lobato

Alert button

Accelerating Relative Entropy Coding with Space Partitioning

Add code
Bookmark button
Alert button
May 20, 2024
Jiajun He, Gergely Flamich, José Miguel Hernández-Lobato

Viaarxiv icon

Generative Active Learning for the Search of Small-molecule Protein Binders

Add code
Bookmark button
Alert button
May 02, 2024
Maksym Korablyov, Cheng-Hao Liu, Moksh Jain, Almer M. van der Sloot, Eric Jolicoeur, Edward Ruediger, Andrei Cristian Nica, Emmanuel Bengio, Kostiantyn Lapchevskyi, Daniel St-Cyr, Doris Alexandra Schuetz, Victor Ion Butoi, Jarrid Rector-Brooks, Simon Blackburn, Leo Feng, Hadi Nekoei, SaiKrishna Gottipati, Priyesh Vijayan, Prateek Gupta, Ladislav Rampášek, Sasikanth Avancha, Pierre-Luc Bacon, William L. Hamilton, Brooks Paige, Sanchit Misra, Stanislaw Kamil Jastrzebski, Bharat Kaul, Doina Precup, José Miguel Hernández-Lobato, Marwin Segler, Michael Bronstein, Anne Marinier, Mike Tyers, Yoshua Bengio

Viaarxiv icon

A Generative Model of Symmetry Transformations

Add code
Bookmark button
Alert button
Mar 04, 2024
James Urquhart Allingham, Bruno Kacper Mlodozeniec, Shreyas Padhy, Javier Antorán, David Krueger, Richard E. Turner, Eric Nalisnick, José Miguel Hernández-Lobato

Figure 1 for A Generative Model of Symmetry Transformations
Figure 2 for A Generative Model of Symmetry Transformations
Figure 3 for A Generative Model of Symmetry Transformations
Figure 4 for A Generative Model of Symmetry Transformations
Viaarxiv icon

Diffusive Gibbs Sampling

Add code
Bookmark button
Alert button
Feb 05, 2024
Wenlin Chen, Mingtian Zhang, Brooks Paige, José Miguel Hernández-Lobato, David Barber

Viaarxiv icon

Stochastic Gradient Descent for Gaussian Processes Done Right

Add code
Bookmark button
Alert button
Oct 31, 2023
Jihao Andreas Lin, Shreyas Padhy, Javier Antorán, Austin Tripp, Alexander Terenin, Csaba Szepesvári, José Miguel Hernández-Lobato, David Janz

Viaarxiv icon

Introducing instance label correlation in multiple instance learning. Application to cancer detection on histopathological images

Add code
Bookmark button
Alert button
Oct 30, 2023
Pablo Morales-Álvarez, Arne Schmidt, José Miguel Hernández-Lobato, Rafael Molina

Figure 1 for Introducing instance label correlation in multiple instance learning. Application to cancer detection on histopathological images
Figure 2 for Introducing instance label correlation in multiple instance learning. Application to cancer detection on histopathological images
Figure 3 for Introducing instance label correlation in multiple instance learning. Application to cancer detection on histopathological images
Figure 4 for Introducing instance label correlation in multiple instance learning. Application to cancer detection on histopathological images
Viaarxiv icon

Adam through a Second-Order Lens

Add code
Bookmark button
Alert button
Oct 23, 2023
Ross M. Clarke, Baiyu Su, José Miguel Hernández-Lobato

Viaarxiv icon

Series of Hessian-Vector Products for Tractable Saddle-Free Newton Optimisation of Neural Networks

Add code
Bookmark button
Alert button
Oct 23, 2023
Elre T. Oldewage, Ross M. Clarke, José Miguel Hernández-Lobato

Viaarxiv icon

Retro-fallback: retrosynthetic planning in an uncertain world

Add code
Bookmark button
Alert button
Oct 13, 2023
Austin Tripp, Krzysztof Maziarz, Sarah Lewis, Marwin Segler, José Miguel Hernández-Lobato

Figure 1 for Retro-fallback: retrosynthetic planning in an uncertain world
Figure 2 for Retro-fallback: retrosynthetic planning in an uncertain world
Figure 3 for Retro-fallback: retrosynthetic planning in an uncertain world
Figure 4 for Retro-fallback: retrosynthetic planning in an uncertain world
Viaarxiv icon

Genetic algorithms are strong baselines for molecule generation

Add code
Bookmark button
Alert button
Oct 13, 2023
Austin Tripp, José Miguel Hernández-Lobato

Figure 1 for Genetic algorithms are strong baselines for molecule generation
Figure 2 for Genetic algorithms are strong baselines for molecule generation
Viaarxiv icon