Author

Mario Lezcano-Casado

Observed names: Casado, Mario Lezcano, Lezcano Casado, Mario, Lezcano-Casado, Mario, Mario Lezcano

Observed institutions: University of Oxford, Quansight (United States), OpenAI (United States)

ORCID: 0009-0006-8893-2276

Observed ORCID: 0009-0006-8893-2276

OpenAlex ID: A5082573507

PyTorch 2: Faster Machine Learning Through Dynamic Python Bytecode Transformation and Graph Compilation

2024 · Jason Ansel, Edward Yang, et al. · International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) · 1,127

Cheap Orthogonal Constraints in Neural Networks: A Simple Parametrization of the Orthogonal and Unitary Group

2019 · Lezcano-Casado, Mario, Martínez-Rubio, David · arXiv (Cornell University) · 113

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Trivializations for Gradient-Based Optimization on Manifolds

2019 · Lezcano-Casado, Mario · arXiv (Cornell University) · 49

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Linear Layouts: Robust Code Generation of Efficient Tensor Computation Using F_2

2025 · Keren Zhou, Mario Lezcano-Casado, et al. · International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) · 18

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Curvature-Dependant Global Convergence Rates for Optimization on Manifolds of Bounded Geometry

2020 · Lezcano-Casado, Mario · arXiv (Cornell University) · 12

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Improvements to Inference Compilation for Probabilistic Programming in Large-Scale Scientific Simulators

2017 · Casado, Mario Lezcano, Baydin, Atilim Gunes, et al. · arXiv (Cornell University) · 12

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Adaptive and Momentum Methods on Manifolds Through Trivializations

2020 · Lezcano-Casado, Mario · arXiv (Cornell University) · 10

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Python Array API Standard: Toward Array Interoperability in the Scientific Python Ecosystem

2023 · Aaron Meurer, Athan Reines, et al. · Proceedings of the Python in Science Conferences · 7