On inductive biases for machine learning in data constrained settings von Mialon, Grégoire

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On Inductive Biases for Machine Learning in Data Constrained Settings von Mialon, Grégoire

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On Inductive Biases for Machine Learning in Data Constrained Settings von Mialon, Grégoire

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Variance Covariance Regularization Enforces Pairwise Independence in Self-Supervised Representations von Mialon, Grégoire, Balestriero, Randall, LeCun, Yann

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GAIA: a benchmark for General AI Assistants von Mialon, Grégoire, Fourrier, Clémentine, Swift, Craig, Wolf, Thomas, LeCun, Yann, Scialom, Thomas

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Self-Supervised Learning with Lie Symmetries for Partial Differential Equations von Mialon, Grégoire, Garrido, Quentin, Lawrence, Hannah, Rehman, Danyal, LeCun, Yann, Kiani, Bobak T

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Variance Covariance Regularization Enforces Pairwise Independence in Self-Supervised Representations von Mialon, Grégoire, Balestriero, Randall, LeCun, Yann

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Screening Data Points in Empirical Risk Minimization via Ellipsoidal Regions and Safe Loss Functions von Mialon, Grégoire, d'Aspremont, Alexandre, Mairal, Julien

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GraphiT: Encoding Graph Structure in Transformers von Mialon, Grégoire, Chen, Dexiong, Selosse, Margot, Mairal, Julien

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A Trainable Optimal Transport Embedding for Feature Aggregation and its Relationship to Attention von Mialon, Grégoire, Chen, Dexiong, d'Aspremont, Alexandre, Mairal, Julien

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WorldSense: A Synthetic Benchmark for Grounded Reasoning in Large Language Models von Benchekroun, Youssef, Dervishi, Megi, Ibrahim, Mark, Gaya, Jean-Baptiste, Martinet, Xavier, Mialon, Grégoire, Scialom, Thomas, Dupoux, Emmanuel, Hupkes, Dieuwke, Vincent, Pascal

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Augmented Language Models: a Survey von Mialon, Grégoire, Dessì, Roberto, Lomeli, Maria, Nalmpantis, Christoforos, Pasunuru, Ram, Raileanu, Roberta, Rozière, Baptiste, Schick, Timo, Dwivedi-Yu, Jane, Celikyilmaz, Asli, Grave, Edouard, LeCun, Yann, Scialom, Thomas

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A Kernel Perspective for Regularizing Deep Neural Networks von Bietti, Alberto, Mialon, Grégoire, Chen, Dexiong, Mairal, Julien

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Self-Supervised Learning with Lie Symmetries for Partial Differential Equations von Mialon, Grégoire, Garrido, Quentin, Hannah, Lawrence, Rehman, Danyal, LeCun, Yann, Kiani, Bobak T

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Screening Data Points in Empirical Risk Minimization via Ellipsoidal Regions and Safe Loss Functions von Mialon, Grégoire, d'Aspremont, Alexandre, Mairal, Julien

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GAIA: a benchmark for General AI Assistants von Mialon, Grégoire, Fourrier, Clémentine, Swift, Craig, Wolf, Thomas, LeCun, Yann, Scialom, Thomas

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GraphiT: Encoding Graph Structure in Transformers von Mialon, Grégoire, Chen, Dexiong, Selosse, Margot, Mairal, Julien

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A Trainable Optimal Transport Embedding for Feature Aggregation and its Relationship to Attention von Mialon, Grégoire, Chen, Dexiong, d'Aspremont, Alexandre, Mairal, Julien

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WorldSense: A Synthetic Benchmark for Grounded Reasoning in Large Language Models von Benchekroun, Youssef, Dervishi, Megi, Ibrahim, Mark, Jean-Baptiste Gaya, Martinet, Xavier, Mialon, Grégoire, Scialom, Thomas, Dupoux, Emmanuel, Hupkes, Dieuwke, Vincent, Pascal

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Augmented Language Models: a Survey von Mialon, Grégoire, Dessì, Roberto, Lomeli, Maria, Nalmpantis, Christoforos, Pasunuru, Ram, Raileanu, Roberta, Rozière, Baptiste, Schick, Timo, Dwivedi-Yu, Jane, Celikyilmaz, Asli, Grave, Edouard, LeCun, Yann, Scialom, Thomas

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