Avantika Lal

According to our database, Avantika Lal authored at least 4 papers between 2021 and 2025.

Collaborative distances:

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

2025

Fine-Tuning Discrete Diffusion Models via Reward Optimization with Applications to DNA and Protein Design.

Chenyu Wang, Masatoshi Uehara, Yichun He, Amy Wang, Avantika Lal, Tommi S. Jaakkola, Sergey Levine, Aviv Regev, Hanchen Wang, Tommaso Biancalani

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

regLM: Designing Realistic Regulatory DNA with Autoregressive Language Models.

Avantika Lal, David Garfield, Tommaso Biancalani, Gökcen Eraslan

Proceedings of the Research in Computational Molecular Biology, 2024

Bridging Model-Based Optimization and Generative Modeling via Conservative Fine-Tuning of Diffusion Models.

Masatoshi Uehara, Yulai Zhao, Ehsan Hajiramezanali, Gabriele Scalia, Gökcen Eraslan, Avantika Lal, Sergey Levine, Tommaso Biancalani

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2021

De novo mutational signature discovery in tumor genomes using SparseSignatures.

Avantika Lal, Keli Liu, Robert Tibshirani, Arend Sidow, Daniele Ramazzotti

PLoS Comput. Biol., 2021