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ORCIDAvantika Lal
2020 – today
- 2024
[c2]Masatoshi Uehara, Yulai Zhao, Ehsan Hajiramezanali, Gabriele Scalia, Gökcen Eraslan, Avantika Lal, Sergey Levine, Tommaso Biancalani:
Bridging Model-Based Optimization and Generative Modeling via Conservative Fine-Tuning of Diffusion Models. NeurIPS 2024- [c1]Avantika Lal
, David Garfield, Tommaso Biancalani, Gökcen Eraslan:
regLM: Designing Realistic Regulatory DNA with Autoregressive Language Models. RECOMB 2024: 332-335 - [i2]Masatoshi Uehara, Yulai Zhao, Ehsan Hajiramezanali, Gabriele Scalia, Gökcen Eraslan, Avantika Lal, Sergey Levine, Tommaso Biancalani:
Bridging Model-Based Optimization and Generative Modeling via Conservative Fine-Tuning of Diffusion Models. CoRR abs/2405.19673 (2024) - [i1]Chenyu Wang, Masatoshi Uehara, Yichun He, Amy Wang, Tommaso Biancalani, Avantika Lal, Tommi S. Jaakkola, Sergey Levine, Hanchen Wang, Aviv Regev:
Fine-Tuning Discrete Diffusion Models via Reward Optimization with Applications to DNA and Protein Design. CoRR abs/2410.13643 (2024) - 2021
- [j1]Avantika Lal, Keli Liu, Robert Tibshirani, Arend Sidow, Daniele Ramazzotti:
De novo mutational signature discovery in tumor genomes using SparseSignatures. PLoS Comput. Biol. 17(6) (2021)
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