Shikha Surana

Researcher, InstaDeep

Joined

May 2023

Names

Shikha Surana (Preferred)

Emails

****@gmail.com (Confirmed)

****@instadeep.com (Confirmed)

Personal Links

Career & Education History

Researcher

InstaDeep (instadeep.com)

2022 – Present

MS student

Imperial College London (ic.ac.uk)

2021 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Likelihood-based Finetuning of Protein Language Models for Few-shot Fitness Prediction and Design
Alex Hawkins-Hooker, Shikha Surana, Jakub Kmec, Oliver Bent, Paul Duckworth
- Submitted to ICML 2025
- Readers: Everyone
Metalic: Meta-Learning In-Context with Protein Language Models
Jacob Beck, Shikha Surana, Manus McAuliffe, Oliver Bent, Thomas D Barrett, Juan Jose Garau-Luis, Paul Duckworth
- ICLR 2025 Poster
- Readers: Everyone
Bayesian Optimization for Protein Sequence Design: Back to Simplicity with Gaussian Processes
Carolin Benjamins, Shikha Surana, Oliver Bent, Marius Lindauer, Paul Duckworth
- AI4Mat-NeurIPS-2024
- Readers: Everyone
Metalic: Meta-Learning In-Context with Protein Language Models
Jacob Beck, Shikha Surana, Manus McAuliffe, Oliver Bent, Thomas D Barrett, Juan Jose Garau-Luis, Paul Duckworth
- Neurips 2024 Workshop FM4Science Poster
- Readers: Everyone
Overconfident Oracles: Limitations of In Silico Sequence Design Benchmarking
Shikha Surana, Nathan Grinsztajn, Timothy Atkinson, Paul Duckworth, Thomas D Barrett
- ICML2024-AI4Science Spotlight
- Readers: Everyone
Jumanji: a Diverse Suite of Scalable Reinforcement Learning Environments in JAX
Clément Bonnet, Daniel Luo, Donal John Byrne, Shikha Surana, Sasha Abramowitz, Paul Duckworth, Vincent Coyette, Laurence Illing Midgley, Elshadai Tegegn, Tristan Kalloniatis, Omayma Mahjoub, Matthew Macfarlane, Andries Petrus Smit, Nathan Grinsztajn, Raphael Boige, Cemlyn Neil Waters, Mohamed Ali Ali Mimouni, Ulrich Armel Mbou Sob, Ruan John de Kock, Siddarth Singh et al. (4 additional authors not shown)
- ICLR 2024 poster
- Readers: Everyone
Winner Takes It All: Training Performant RL Populations for Combinatorial Optimization
Nathan Grinsztajn, Daniel Furelos-Blanco, Shikha Surana, Clément Bonnet, Thomas D Barrett
- NeurIPS 2023 poster
- Readers: Everyone
Combinatorial Optimization with Policy Adaptation using Latent Space Search
Felix Chalumeau, Shikha Surana, Clément Bonnet, Nathan Grinsztajn, Arnu Pretorius, Alexandre Laterre, Thomas D Barrett
- NeurIPS 2023 poster
- Readers: Everyone

Co-Authors

View all 34 co-authors