🤖 ML - barisamiw · Scour

Flatland: The Adventures of Gradient Descent with Large Step Sizes

🎮Reinforcement Learning Academic

Update canonical GitHub project links (#3177)

🔧Feature Engineering Code

Limitations of Learning Tanh Neural Networks with Finite Precision

🤖AI Academic

Spiking Neural Network inference on FPGAs with hls4ml

🤖AI Academic

Predicting Physical and Physical-Chemical Properties of Molecular-Based Materials Using Computational Neural Networks

🔧Feature Engineering Academic

LLM-Guided Neural Architecture Search for Robust Co-Design of Physical Neural Networks

🤖AI Academic

Towards Robust Arabic Speech Emotion Recognition with Deep Learning

🔀Transformers Academic

Fourier fractal dimension to predict the generalization of deep neural networks

🧭Vector Databases Academic

Exploring the Design Space of Reward Backpropagation for Flow Matching

🎮Reinforcement Learning Academic

Investigating the Histogram Loss in Regression

🔧Feature Engineering Academic

Rank Collapse, Fixed Points, and the Renormalization Group Structure of MLP Residual Networks

🤖AI Academic

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

🎮Reinforcement Learning Academic

EssentialGIN: a new approach for gene essentiality prediction based on graph isomorphism neural networks

🧭Vector Databases Academic

Structured Neuron Pruning in Deep Neural Networks Using Multi-Armed Bandits

🎮Reinforcement Learning Academic

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

🧭Vector Databases Academic

Enhancing AI Interpretability and Safety through Localised Architectures

🤖AI Academic

Optimizing Energy-based Neural Network Training with Coherent Ising Machine

🎮Reinforcement Learning Academic

What Makes a Desired Graph for Relational Deep Learning?

🤖AI Academic

Uniform Stability and Generalization Error of GD and SGD on Fixed-Point Parameters

🎮Reinforcement Learning Academic

Phantom transitions in language model fine-tuning

🤖AI Academic

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