Lazar Valkov

According to our database, Lazar Valkov authored at least 5 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Adaptive Memory Replay for Continual Learning.

James Seale Smith, Lazar Valkov, Shaunak Halbe, Vyshnavi Gutta, Rogério Feris, Zsolt Kira, Leonid Karlinsky

CoRR, 2024

2023

A Probabilistic Framework for Modular Continual Learning.

Lazar Valkov, Akash Srivastava, Swarat Chaudhuri, Charles Sutton

CoRR, 2023

2018

Synthesis of Differentiable Functional Programs for Lifelong Learning.

Lazar Valkov, Dipak Chaudhari, Akash Srivastava, Charles Sutton, Swarat Chaudhuri

CoRR, 2018

HOUDINI: Lifelong Learning as Program Synthesis.

Lazar Valkov, Dipak Chaudhari, Akash Srivastava, Charles Sutton, Swarat Chaudhuri

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning.

Akash Srivastava, Lazar Valkov, Chris Russell, Michael U. Gutmann, Charles Sutton

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017