Lazar Valkov

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 6

Top Topics

Lifelong Learning

Latent Variable Models

Probabilistic Approaches

Functional Programs

Top Venues

Publications

James Seale Smith, Lazar Valkov, Shaunak Halbe, Vyshnavi Gutta, Rogério Feris, Zsolt Kira, Leonid Karlinsky
Adaptive Memory Replay for Continual Learning. CoRR (2024)
Lazar Valkov, Akash Srivastava, Swarat Chaudhuri, Charles Sutton
A Probabilistic Framework for Modular Continual Learning. ICLR (2024)
Lazar Valkov, Akash Srivastava, Swarat Chaudhuri, Charles Sutton
A Probabilistic Framework for Modular Continual Learning. CoRR (2023)
Lazar Valkov, Dipak Chaudhari, Akash Srivastava, Charles Sutton, Swarat Chaudhuri
HOUDINI: Lifelong Learning as Program Synthesis. NeurIPS (2018)
Lazar Valkov, Dipak Chaudhari, Akash Srivastava, Charles Sutton, Swarat Chaudhuri
Synthesis of Differentiable Functional Programs for Lifelong Learning. CoRR (2018)
Akash Srivastava, Lazar Valkov, Chris Russell, Michael U. Gutmann, Charles Sutton
VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning. NIPS (2017)