Adaptive Gradient-Free Optimization via High-Dimensional Feature Space Mapping & Ensemble Learning
dev.to·5h·
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💻Computational Science
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GHOST: Solving the Traveling Salesman Problem on Graphs of Convex Sets
arxiv.org·6h
💻Computational Science
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Parametric Pareto Set Learning for Expensive Multi-Objective Optimization
arxiv.org·6h
🌊Multiphysics Simulation
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Show HN: Charl – ML language with native tensors and autograd
charlbase.org·21h·
Discuss: Hacker News
🔄Functional Programming
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Just know stuff (or, how to achieve success in a machine learning PhD) (2023)
kidger.site·2d·
Discuss: Hacker News
💻Computational Science
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Optimistic Online-to-Batch Conversions for Accelerated Convergence and Universality
arxiv.org·6h
🔄Functional Programming
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Nested Learning: The Illusion of Deep Learning Architectures
arxiviq.substack.com·18h·
Discuss: Substack
🔄Functional Programming
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Adaptive Sample-Level Framework Motivated by Distributionally Robust Optimization with Variance-Based Radius Assignment for Enhanced Neural Network Generalizati...
arxiv.org·6h
💻Computational Science
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Simulating Clifford Circuits with Gaussian Elimination
arxiv.org·6h
💻Computational Science
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Leverage data to contextualize competitive construction
constructiondive.com·1h
🔬Finite Element Analysis
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Adaptation and Fine-tuning with TabPFN for Travelling Salesman Problem
arxiv.org·6h
💻Computational Science
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Andrej Karpathy on LLM cognitive deficits
lesswrong.com·14h
🔄Functional Programming
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Evaluating LLMs' Reasoning Over Ordered Procedural Steps
arxiv.org·1d
🔄Functional Programming
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Fleet Route Optimizer CVRPTW (Capacited Vehicle Routing Problem Time Windows)
github.com·2d·
Discuss: Hacker News
∑Symbolic Computation
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A Provably-Correct and Robust Convex Model for Smooth Separable NMF
arxiv.org·6h
🔢Numerical Methods
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LightGBM Explained
yanisfalaki.com·2d·
Discuss: Hacker News
➕Linear Algebra
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Optimizing Predictive Maintenance in Intelligent Manufacturing: An Integrated FNO-DAE-GNN-PPO MDP Framework
arxiv.org·6h
∫Applied Mathematics
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Walsh-Hadamard Neural Operators for Solving PDEs with Discontinuous Coefficients
arxiv.org·6h
∂Partial Differential Equations
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Non-Negative Stiefel Approximating Flow: Orthogonalish Matrix Optimization for Interpretable Embeddings
arxiv.org·6h
➕Linear Algebra
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CAMP-HiVe: Cyclic Pair Merging based Efficient DNN Pruning with Hessian-Vector Approximation for Resource-Constrained Systems
arxiv.org·6h
➕Linear Algebra
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