📊 Optimization - ashbenen · Scour

Biweighted Poisson Subsampling for Convoluted Rank Regression with Massive Data

💻AI Academic

Reinforcement Learning for Flow-Matching Policies with Density Transport

🎲Game Theory Academic

Constrained Weighted Bayesian Bootstrap

🔗Dependent Types Academic

Generalization in Deep Neural Networks: Minimax Rates for Gradient Methods

🛡️AI Security Academic

Optimizing Energy-based Neural Network Training with Coherent Ising Machine

⚛️Quantum Computing Academic

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

🌀Complexity Academic

Hybridizing Equilibrium Propagation with Ising Machines for Efficient Energy-Based Learning

⚛️Quantum Computing Academic

Deep Learning Based Sparse Array Design with Pre-Steering for Adaptive Beamforming

📉Time Series Academic

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

🛡️AI Security Academic

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

🤖Robotics Academic

Statistical and Numerical Convergence in Stochastic Equilibrium

🎲Game Theory Academic

Cross-Epoch Adaptive Rollout Optimization for RL Post-Training

💻AI Academic

A Study of Parallel Continuous Local Search

⏱️Computational Complexity Academic

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

💻AI Academic

A New Level Set Formulation for Improved Dirichlet Eigenvalue Minimizers

📉Time Series Academic

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

🎲Game Theory Academic

On the conditional equivalence of phase retrieval algorithms

⚛️Quantum Computing Academic

Prediction Under Imperfect Compression: A Theory of Approximate MDL

⏱️Computational Complexity Academic

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

💻AI Academic

Real-Time and Accurate Collision-Free Teleoperation via Differentiable Constraint-Based Trajectory Planning

🤖Robotics Academic

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