📈 Optimization - jyunzhang · Scour

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

🔐Cryptography Academic

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

🔥PyTorch Academic

Near-Optimal Decentralized Stochastic Convex Optimization over Networks

🤝Consensus Algorithms Academic

ReGIL: Retrieval-Guided Imitation Learning from a Single Demonstration

🧠Deep Learning Academic

Constructing VAE Latent Spaces with Prescribed Topology

🧠Deep Learning Academic

When Both Layers Learn: Training Dynamics of Representing Linear Models via ReLU Networks

🤖Machine Learning Academic

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

🎮Reinforcement Learning Academic

Characterizing Learning Dynamics under Relative Reparameterization of Singular Models

🧠Deep Learning Academic

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

🧠Deep Learning Academic

CLAW: Learning Continuous Latent Action World Models via Adversarial Latent Regularization

🧠Deep Learning Academic

Variational Proximal Policy Optimization

🎮Reinforcement Learning Academic

Fog of Love: Engineering Virtuous Agent Behavior with Affinity-based Reinforcement Learning in a Game Environment

🎮Reinforcement Learning Academic

Prediction Under Imperfect Compression: A Theory of Approximate MDL

🤖LLMs Academic

The Differentiable Auditory Loop (DAL): An ML Framework for Hyper-Personalized Hearing Aids

🧠Deep Learning Academic

PC Layer: Polynomial Weight Preconditioning for Improving LLM Pre-Training

🤖LLMs Academic

RowNet: A Memory Transformer for Tabular Regression

🤖Machine Learning Academic

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