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Martin Takáč

Simple Stepsize for Quasi-Newton Methods with Global Convergence Guarantees

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Aug 27, 2025
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The AI Data Scientist

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Aug 25, 2025
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LLM-BABYBENCH: Understanding and Evaluating Grounded Planning and Reasoning in LLMs

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May 17, 2025
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Trial and Trust: Addressing Byzantine Attacks with Comprehensive Defense Strategy

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May 12, 2025
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Fishing For Cheap And Efficient Pruners At Initialization

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Feb 17, 2025
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Knowledge Distillation from Large Language Models for Household Energy Modeling

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Feb 05, 2025
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Revisiting LocalSGD and SCAFFOLD: Improved Rates and Missing Analysis

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Jan 08, 2025
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Generalizing in Net-Zero Microgrids: A Study with Federated PPO and TRPO

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Dec 30, 2024
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Methods with Local Steps and Random Reshuffling for Generally Smooth Non-Convex Federated Optimization

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Dec 03, 2024
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FRUGAL: Memory-Efficient Optimization by Reducing State Overhead for Scalable Training

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Nov 12, 2024
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