🤖 Machine Learning - saeedesmaili · Scour

Scaling Neural Network Verification with Tensor Parallelism and Fully Sharded Data Parallelism

🔬Deep Learning Academic

Deep learning for echo sounder data

🧠Neural Networks Academic

Zero and Few Shot Load Forecasting with Large Language Models

💬Natural Language Processing Academic

What Makes a Desired Graph for Relational Deep Learning?

🧠Neural Networks Academic

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

🧠Neural Networks Academic

Crop Recommendation and Agricultural Query Answering System Using Spatio-Temporal Graph Neural Networks and Hybrid Retrieval Augmentation

🧠Neural Networks Academic

Towards Long-Horizon Vessel Trajectory and Destination Forecasting with Reasoning Large Language Models

🧠Neural Networks Academic

Generalization in Deep Neural Networks: Minimax Rates for Gradient Methods

🧠Neural Networks Academic

Towards Robust Arabic Speech Emotion Recognition with Deep Learning

🧠Neural Networks Academic

Projected Inverse Iteration: An Eigenvalue Approach to Ground-State Computation with Neural Quantum States

🧠Neural Networks Academic

Flatland: The Adventures of Gradient Descent with Large Step Sizes

🧠Neural Networks Academic

Investigating the Histogram Loss in Regression

🧠Neural Networks Academic

GenAutoML: An Agentic Framework for Dynamic Architecture Generation and Optimization in Time-Series Analysis

🤖Data science Academic

BrainSurgery: Reproducible and Reliable Declarative Weight Manipulations for Model Editing and Upcycling

🧠Neural Networks Academic

MedicalRec: Medical recommender system for image classification without retraining

🧠Neural Networks Academic

Gradient descent at the Edge of Stability: free energy model and kinetic description of the two-layer network

📈Optimization Academic

Toward Compiler World Models: Learning Latent Dynamics for Efficient Tensor Program Search

🔥PyTorch Academic

GlucoFM-Bench: Benchmarking Time-Series Foundation Models for Blood Glucose Forecasting

🧠Neural Networks Academic

Hybrid CNN-LSTM Framework for Intelligent Cyber Attack Detection and Prevention in U.S. Critical Digital Infrastructure: A Comparative Machine Learning Evaluation on CSE-CIC-IDS2018

🧠Neural Networks Academic

Principles and Practice of Deep Representation Learning: or a Mathematical Theory of Memory

🧠Neural Networks Academic

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