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Marta Skreta
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2020 – today
- 2024
- [c4]Agustinus Kristiadi, Felix Strieth-Kalthoff, Marta Skreta, Pascal Poupart, Alán Aspuru-Guzik, Geoff Pleiss:
A Sober Look at LLMs for Material Discovery: Are They Actually Good for Bayesian Optimization Over Molecules? ICML 2024 - [i10]Marta Skreta, Zihan Zhou, Jia Lin Yuan, Kourosh Darvish, Alán Aspuru-Guzik, Animesh Garg:
RePLan: Robotic Replanning with Perception and Language Models. CoRR abs/2401.04157 (2024) - [i9]Kourosh Darvish, Marta Skreta, Yuchi Zhao, Naruki Yoshikawa
, Sagnik Som, Miroslav Bogdanovic, Yang Cao, Han Hao, Haoping Xu, Alán Aspuru-Guzik, Animesh Garg, Florian Shkurti:
ORGANA: A Robotic Assistant for Automated Chemistry Experimentation and Characterization. CoRR abs/2401.06949 (2024) - [i8]Agustinus Kristiadi, Felix Strieth-Kalthoff, Marta Skreta, Pascal Poupart, Alán Aspuru-Guzik, Geoff Pleiss:
A Sober Look at LLMs for Material Discovery: Are They Actually Good for Bayesian Optimization Over Molecules? CoRR abs/2402.05015 (2024) - [i7]Haorui Wang, Marta Skreta, Cher-Tian Ser, Wenhao Gao, Lingkai Kong, Felix Streith-Kalthoff, Chenru Duan, Yuchen Zhuang, Yue Yu, Yanqiao Zhu, Yuanqi Du, Alán Aspuru-Guzik, Kirill Neklyudov, Chao Zhang:
Efficient Evolutionary Search Over Chemical Space with Large Language Models. CoRR abs/2406.16976 (2024) - [i6]Austin H. Cheng, Cher Tian Ser, Marta Skreta, Andrés Guzmán-Cordero, Luca A. Thiede, Andreas Burger, Abdulrahman Aldossary, Shi Xuan Leong, Sergio Pablo-García, Felix Strieth-Kalthoff, Alán Aspuru-Guzik:
How to do impactful research in artificial intelligence for chemistry and materials science. CoRR abs/2409.10304 (2024) - [i5]Philipp Schleich, Marta Skreta, Lasse Bjørn Kristensen, Rodrigo A. Vargas-Hernández, Alán Aspuru-Guzik:
Quantum Deep Equilibrium Models. CoRR abs/2410.23940 (2024) - 2023
- [j5]Naruki Yoshikawa
Large language models for chemistry robotics. Auton. Robots 47(8): 1057-1086 (2023) - [i4]Marta Skreta, Naruki Yoshikawa, Sebastian Arellano-Rubach, Zhi Ji, Lasse Bjørn Kristensen, Kourosh Darvish, Alán Aspuru-Guzik, Florian Shkurti, Animesh Garg:
Errors are Useful Prompts: Instruction Guided Task Programming with Verifier-Assisted Iterative Prompting. CoRR abs/2303.14100 (2023) - 2022
- [j4]Jethro C. C. Kwong, Lauren Erdman, Adree Khondker, Marta Skreta, Anna Goldenberg, Melissa D. McCradden, Armando J. Lorenzo, Mandy Rickard:
The silent trial - the bridge between bench-to-bedside clinical AI applications. Frontiers Digit. Health 4 (2022) - [j3]Yang Cao
Reinforcement learning supercharges redox flow batteries. Nat. Mach. Intell. 4(8): 667-668 (2022) - [j2]Jixuan Wang
PhenoPad: Building AI enabled note-taking interfaces for patient encounters. npj Digit. Medicine 5 (2022) - [j1]Mario Krenn, Qianxiang Ai, Senja Barthel
SELFIES and the future of molecular string representations. Patterns 3(10): 100588 (2022) - [i3]Mario Krenn, Qianxiang Ai, Senja Barthel, Nessa Carson, Angelo Frei, Nathan C. Frey, Pascal Friederich
SELFIES and the future of molecular string representations. CoRR abs/2204.00056 (2022) - 2021
- [i2]Charles A. Kantor, Marta Skreta, Brice Rauby, Léonard Boussioux, Emmanuel Jehanno, Alexandra Luccioni, David Rolnick, Hugues Talbot
Geo-Spatiotemporal Features and Shape-Based Prior Knowledge for Fine-grained Imbalanced Data Classification. CoRR abs/2103.11285 (2021) - 2020
- [c3]Lauren Erdman, Marta Skreta, Mandy Rickard, Carson McLean, Aziz Mezlini, Daniel T. Keefe
Predicting Obstructive Hydronephrosis Based on Ultrasound Alone. MICCAI (3) 2020: 493-503 - [c2]Pouria Mashouri, Marta Skreta, John Phillips, Dianna McAllister, Melissa Roy, Senthujan Senkaiahliyan, Michael Brudno, Devin Singh:
3D Photography Based Neural Network Craniosynostosis Triaging System. ML4H@NeurIPS 2020: 226-237
2010 – 2019
- 2019
- [c1]Marta Skreta, Aryan Arbabi, Jixuan Wang, Michael Brudno:
Training without training data: Improving the generalizability of automated medical abbreviation disambiguation. ML4H@NeurIPS 2019: 233-245 - [i1]Marta Skreta, Aryan Arbabi, Jixuan Wang, Michael Brudno:
Training without training data: Improving the generalizability of automated medical abbreviation disambiguation. CoRR abs/1912.06174 (2019)
Coauthor Index
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last updated on 2024-11-30 01:10 CET by the dblp team
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