🎯 Optimization Theory - gautam6599123 · Scour

Lagrange multipliers in Maximum likelihood estimations and Least squares problems with Constraints

📊Optimization Academic

Variational Proximal Policy Optimization

📊Optimization Academic

DiBS: Diffusion-Informed Branch Selection

🧠Neural Networks Academic

Learning Dynamics Reveal a Hierarchy of Weight-Induced Layerwise Gram Metrics

📊Optimization Academic

DiffSlack: Learning under Nonlinear Inequality Constraints via Learnable Slack Variables

∂Automatic Differentiation Academic

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

🎮Reinforcement Learning Academic

Deterministic versus Stochastic Optimization for Joint Path Planning and Dynamic Time Splitting in Multiple-UAV-Cached IoT Networks

📡Information Theory Academic

Not All Warm Starts Help: Benchmarking Primal-Dual Initializations for ACOPF Algorithms

📊Optimization Academic

A prism hierarchy of learning regimes in large linear autoencoders

📊Optimization Academic

Adaptive Learning Rates with Surrogate Probability for Follow-the-Perturbed-Leader

📊Optimization Academic

Who Earns the Safety? Intervention-Aware Quantum Predictive Control with Safety Attribution

🎮Reinforcement Learning Academic

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

📊Optimization Academic

Characterizing Learning Dynamics under Relative Reparameterization of Singular Models

📊Optimization Academic

On the conditional equivalence of phase retrieval algorithms

📊Optimization Academic

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

📊Optimization Academic

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

📊Optimization Academic

Neuro-Symbolic Injection of LTLf Constraints in Autoregressive Reinforcement Learning Policies

🤖Transformers Academic

Adaptive Model Predictive Control of Nonlinear Generic Urban Air Mobility Using Linear Parameter-Varying Systems

🎮Reinforcement Learning Academic

VCIFBench: Evaluating Complex Instruction Following for Video Understanding

🧠Deep Learning Academic

Reinforcement Learning for Flow-Matching Policies with Density Transport

🤖AI Academic

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