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Parikshit Ram

The Importance of Positional Encoding Initialization in Transformers for Relational Reasoning

Jun 12, 2024
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What makes Models Compositional? A Theoretical View: With Supplement

May 02, 2024
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Enhancing In-context Learning via Linear Probe Calibration

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Jan 22, 2024
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Compositional Program Generation for Systematic Generalization

Sep 28, 2023
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End-to-end Differentiable Clustering with Associative Memories

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Jun 05, 2023
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Model Sparsification Can Simplify Machine Unlearning

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Apr 14, 2023
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What Is Missing in IRM Training and Evaluation? Challenges and Solutions

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Mar 04, 2023
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Toward Theoretical Guidance for Two Common Questions in Practical Cross-Validation based Hyperparameter Selection

Jan 12, 2023
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Advancing Model Pruning via Bi-level Optimization

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Oct 12, 2022
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Navigating Ensemble Configurations for Algorithmic Fairness

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Oct 11, 2022
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