Publications

(2023). Leveraging Task Structures for Improved Identifiability in Neural Network Representations. ICML 2023 SCIS Workshop.

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(2022). Optimal Client Sampling for Federated Learning. TMLR 2022.

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(2022). An Evaluation Framework for the Objective Functions of De Novo Drug Design Benchmarks. ICLR 2022 MLDD Workshop.

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(2021). Causal Representation Learning for Latent Space Optimization. MPhil Thesis, University of Cambridge.

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(2020). To Ensemble or Not Ensemble: When Does End-to-End Training Fail?. ECML 2020.

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