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Deep Learning
馃搲 Deep Learning
neural networks, backpropagation, gradient descent, deep learning
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Variational Proximal Policy Optimization
聽
馃幃
Reinforcement Learning
聽
Content type:
Academic
arxiv.org
路
2d
2 days ago
Actions for Variational Proximal Policy Optimization
Mirror
Descent
Beyond Euclidean Stability: An Exponential Separation in Initialization Sensitivity
聽
馃幃
Reinforcement Learning
聽
Content type:
Academic
arxiv.org
路
6h
6 hours ago
Actions for Mirror Descent Beyond Euclidean Stability: An Exponential Separation in Initialization Sensitivity
Pretraining Recurrent
Networks
without Recurrence
聽
鈿欙笍
Model Training
聽
Content type:
Academic
arxiv.org
路
6d
6 days ago
Actions for Pretraining Recurrent Networks without Recurrence
Constrained Paraphrase Consistency for LLM Hallucination Detection
聽
鈿欙笍
Model Training
聽
Content type:
Academic
arxiv.org
路
2d
2 days ago
Actions for Constrained Paraphrase Consistency for LLM Hallucination Detection
Perturbative Contrastive Physical
Learning
聽
鈿欙笍
Model Training
聽
Content type:
Academic
arxiv.org
路
2d
2 days ago
Actions for Perturbative Contrastive Physical Learning
Uniform Stability and Generalization Error of GD and SGD on Fixed-Point Parameters
聽
鈿欙笍
Model Training
聽
Content type:
Academic
arxiv.org
路
3d
3 days ago
Actions for Uniform Stability and Generalization Error of GD and SGD on Fixed-Point Parameters
Reinforcement
Learning
for Flow-Matching Policies with Density Transport
聽
馃幃
Reinforcement Learning
聽
Content type:
Academic
arxiv.org
路
2d
2 days ago
Actions for Reinforcement Learning for Flow-Matching Policies with Density Transport
A prism hierarchy of
learning
regimes in
large
linear autoencoders
聽
鈿欙笍
Model Training
聽
Content type:
Academic
arxiv.org
路
6d
6 days ago
Actions for A prism hierarchy of learning regimes in large linear autoencoders
Adaptive directional
gradients
for parameterised quantum circuits
聽
鈿欙笍
Model Training
聽
Content type:
Academic
arxiv.org
路
2d
2 days ago
Actions for Adaptive directional gradients for parameterised quantum circuits
Quantifying Uncertainty In Wide Two-Layer
Neural
Networks
: On The Law Of The Limiting Fluctuation Process
聽
鈿欙笍
Model Training
聽
Content type:
Academic
arxiv.org
路
6d
6 days ago
Actions for Quantifying Uncertainty In Wide Two-Layer Neural Networks: On The Law Of The Limiting Fluctuation Process
vla.cpp: A Unified Inference Runtime for
Vision-Language-Action
Models
聽
馃敟
PyTorch
聽
Content type:
Academic
arxiv.org
路
2d
2 days ago
Actions for vla.cpp: A Unified Inference Runtime for Vision-Language-Action Models
Gradient
Descent
with
Large
Step Size Restores Symmetry in Deep Linear Networks with Multi-Pathway
聽
馃
AI Research
聽
Content type:
Academic
arxiv.org
路
6d
6 days ago
Actions for Gradient Descent with Large Step Size Restores Symmetry in Deep Linear Networks with Multi-Pathway
The Spectral Dynamics and Noise Geometry of Muon
聽
鈿欙笍
Model Training
聽
Content type:
Academic
arxiv.org
路
2d
2 days ago
Actions for The Spectral Dynamics and Noise Geometry of Muon
Characterizing
Learning
Dynamics under Relative Reparameterization of Singular
Models
聽
鈿欙笍
Model Training
聽
Content type:
Academic
arxiv.org
路
3d
3 days ago
Actions for Characterizing Learning Dynamics under Relative Reparameterization of Singular Models
DP-MacAdam: Differentially Private Mechanism with Adaptive Clipping and Adaptive Momentum
聽
鈿欙笍
Model Training
聽
Content type:
Academic
arxiv.org
路
6d
6 days ago
Actions for DP-MacAdam: Differentially Private Mechanism with Adaptive Clipping and Adaptive Momentum
nnAudio 2: Overcoming Dynamic Compilation Barriers and
Transform
Inconsistencies
聽
馃敟
PyTorch
聽
Content type:
Academic
arxiv.org
路
6d
6 days ago
Actions for nnAudio 2: Overcoming Dynamic Compilation Barriers and Transform Inconsistencies
PC Layer: Polynomial Weight Preconditioning for Improving LLM Pre-Training
聽
鈿欙笍
Model Training
聽
Content type:
Academic
arxiv.org
路
6d
6 days ago
Actions for PC Layer: Polynomial Weight Preconditioning for Improving LLM Pre-Training
Uncovering Extreme Event Mechanisms for Prediction and Control with Sensitivity-Balanced Projections
聽
鈿欙笍
Model Training
聽
Content type:
Academic
arxiv.org
路
6d
6 days ago
Actions for Uncovering Extreme Event Mechanisms for Prediction and Control with Sensitivity-Balanced Projections
Q-VGM: Q-Guided
Value-Gradient
Matching for Flow-Matching VLA Policies
聽
馃幃
Reinforcement Learning
聽
Content type:
Academic
arxiv.org
路
2d
2 days ago
Actions for Q-VGM: Q-Guided Value-Gradient Matching for Flow-Matching VLA Policies
Beyond Linear and Overcomplete Regimes: A Mean-Field Analysis of Bottleneck Autoencoders
聽
鈿欙笍
Model Training
聽
Content type:
Academic
arxiv.org
路
3d
3 days ago
Actions for Beyond Linear and Overcomplete Regimes: A Mean-Field Analysis of Bottleneck Autoencoders
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