🤖 Machine Learning - weblwabl · Scour

Characterizing Learning Dynamics under Relative Reparameterization of Singular Models

🔢Linear Algebra Academic

Trace-Mediated Peak Bias: Bridging Temporal Credit Assignment and Cognitive Heuristics in Deep Reinforcement Learning

🌐Distributed Systems Academic

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

🖥️GPU Computing Academic

Quantifying Uncertainty In Wide Two-Layer Neural Networks: On The Law Of The Limiting Fluctuation Process

📐Mathematics Academic

Q-VGM: Q-Guided Value-Gradient Matching for Flow-Matching VLA Policies

🧠Computational Neuroscience Academic

Revisiting Privacy Amplification by Subsampling in Selective Release DPSGD

🗜️Compaction Strategies Academic

Constrained Paraphrase Consistency for LLM Hallucination Detection

📊Vector DBs Academic

Gradient Descent with Large Step Size Restores Symmetry in Deep Linear Networks with Multi-Pathway

🧠Computational Neuroscience Academic

Perturbative Contrastive Physical Learning

🧠Computational Neuroscience Academic

Cross-Epoch Adaptive Rollout Optimization for RL Post-Training

📊Vector DBs Academic

Adaptive directional gradients for parameterised quantum circuits

🧠Computational Neuroscience Academic

DP-MacAdam: Differentially Private Mechanism with Adaptive Clipping and Adaptive Momentum

📅Scheduling Algorithms Academic

Synthetic Benchmarks Overstate Forward-Forward Scaling: Real-Data Limits of Layer-Local Training

🧠Computational Neuroscience Academic

Beyond Linear and Overcomplete Regimes: A Mean-Field Analysis of Bottleneck Autoencoders

🧠Computational Neuroscience Academic

When Do Fewer Coordinates Suffice in DP-SGD?

📊Vector DBs Academic

The Spectral Dynamics and Noise Geometry of Muon

🔢Linear Algebra Academic

nnAudio 2: Overcoming Dynamic Compilation Barriers and Transform Inconsistencies

🔧Linkers Academic

vla.cpp: A Unified Inference Runtime for Vision-Language-Action Models

🧠Computational Neuroscience Academic

GOTabPFN: From Feature Ordering to Compact Tokenization for Tabular Foundation Models on High-Dimensional Data

📊Vector DBs Academic

On the conditional equivalence of phase retrieval algorithms

📊Vector DBs Academic

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