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Ricardo Silva

Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot Models

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Nov 29, 2024
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Structured Learning of Compositional Sequential Interventions

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Jun 09, 2024
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Bounding Causal Effects with Leaky Instruments

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Apr 05, 2024
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Counterfactual Fairness Is Not Demographic Parity, and Other Observations

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Feb 05, 2024
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Intervention Generalization: A View from Factor Graph Models

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Jun 06, 2023
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Spawrious: A Benchmark for Fine Control of Spurious Correlation Biases

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Mar 09, 2023
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Pragmatic Fairness: Developing Policies with Outcome Disparity Control

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Jan 28, 2023
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Causal Machine Learning: A Survey and Open Problems

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Jun 30, 2022
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Causal Inference with Treatment Measurement Error: A Nonparametric Instrumental Variable Approach

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Jun 18, 2022
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FCN-Pose: A Pruned and Quantized CNN for Robot Pose Estimation for Constrained Devices

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May 26, 2022
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