📄 AI Papers - lululumi · Scour

Machine Learning

🗄️Vector Databases Academic

Enhancing AI Interpretability and Safety through Localised Architectures

📊Machine Learning Academic

Convergence Rates for Neural-Network Estimation with Current-Status Data

📊Machine Learning Academic

A Theory on Flow Matching with Neural Networks

📊Machine Learning Academic

Phase transition in large language models and the criticality of natural languages

📊Machine Learning Academic

Knockoffs-based False Discovery Rate Control and Simplification for Deep Neural Networks

📊Machine Learning Academic

PL-KKT-hPINN: Enforcing Nonlinear Equality Constraints on Neural Networks via Piecewise-Linear Projection

📊Machine Learning Academic

Optimizing Energy-based Neural Network Training with Coherent Ising Machine

📊Machine Learning Academic

Conservation Laws from Data Symmetry in Neural Networks

📊Machine Learning Academic

Generalization in Deep Neural Networks: Minimax Rates for Gradient Methods

📊Machine Learning Academic

IR3DE: A Linear Router for Large Language Models

⚙️AI Engineering Academic

ERAlign: Energy-based Representation Alignment of GNNs and LLMs on Text-attributed Graphs

📊Machine Learning Academic

Theory of learning of high-dimensional controlled non-linear dynamical systems (I): models and methods

📊Machine Learning Academic

Towards Diverse Scientific Hypothesis Search with Large Language Models

🔍RAG Academic

Optimal Rates for Generalization of Gradient Descent Methods with Deep Neural Networks

📊Machine Learning Academic

Testing Neural Networks via Bayesian-Guided Exploration of Decision Landscapes

📊Machine Learning Academic

Using Probabilistic Programs to Train Inductive Reasoning in Large Language Models

🚀MLOps Academic

Spiking Neural Network inference on FPGAs with hls4ml

📊Machine Learning Academic

Can LLMs extract scientific consensus? A case study in high-temperature superconductivity

🧠LLMs Academic

Temporal Preference Concepts and their Functions in a Large Language Model

🧠LLMs Academic

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