🎪 Convex Optimization

Duality for Optimal Multi-Item, Multi-Bidder Auction Design: Revenue Certificates through Deep Learning

⛰️Gradient Descent Academic

arxiv.org·

Noise-Adaptive High-Probability Regret Bounds for Online Convex Optimization

⛰️Gradient Descent Academic

arxiv.org·

Semidefinite-programming hierarchies for classically simulable state families

📐Computational Geometry Academic

arxiv.org·

An adaptive Dual-Primal Isogeometric Tearing and Interconnecting (IETI-DP) method for solving the biharmonic equation over planar multi-patch geometries

📐Computational Geometry Academic

arxiv.org·

Near-Optimal Decentralized Stochastic Convex Optimization over Networks

⛰️Gradient Descent Academic

arxiv.org·

Constrained Paraphrase Consistency for LLM Hallucination Detection

⛰️Gradient Descent Academic

arxiv.org·

Less-relevant results

PL-KKT-hPINN: Enforcing Nonlinear Equality Constraints on Neural Networks via Piecewise-Linear Projection

⛰️Gradient Descent Academic

arxiv.org·

A Perturbed q-Tsallis Self-Concordant Barrier for Spectrally Robust Semidefinite Programming

📐Computational Geometry Academic

arxiv.org·

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

📐Computational Geometry Academic

arxiv.org·

A Global Convergence Analysis of Consensus ALADIN for Convex Optimization

⛰️Gradient Descent Academic

arxiv.org·

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

⛰️Gradient Descent Academic

arxiv.org·

Modified augmented Lagrangian preconditioning for mixed-dimensional beam-solid coupling

📐Matrix Factorization Academic

arxiv.org·

Pure and mixed Dicke state ansatz for equality and inequality constraints in variational quantum eigensolver

🔗Markov Chains Academic

arxiv.org·

Constrained Weighted Bayesian Bootstrap

📊Empirical Bayes Academic

arxiv.org·

Learning Doubly Sparse Explicitly Conditioned Transforms

⛰️Gradient Descent Academic

arxiv.org·

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

⛰️Gradient Descent Academic

arxiv.org·

Optimal Control and Dissipativity of Linear Hermitian Matrix-Valued Dynamical Systems

📉ODE Academic

arxiv.org·

A Second-order Structure-preserving Parametric FEM for Surface Evolution

🎲Stochastic differential equation Academic

arxiv.org·

Bregman divergences and error control via convex duality

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

Duality for Optimal Multi-Item, Multi-Bidder Auction Design: Revenue Certificates through Deep Learning

Noise-Adaptive High-Probability Regret Bounds for Online Convex Optimization

Semidefinite-programming hierarchies for classically simulable state families

An adaptive Dual-Primal Isogeometric Tearing and Interconnecting (IETI-DP) method for solving the biharmonic equation over planar multi-patch geometries

Near-Optimal Decentralized Stochastic Convex Optimization over Networks

Constrained Paraphrase Consistency for LLM Hallucination Detection

PL-KKT-hPINN: Enforcing Nonlinear Equality Constraints on Neural Networks via Piecewise-Linear Projection

A Perturbed q-Tsallis Self-Concordant Barrier for Spectrally Robust Semidefinite Programming

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

A Global Convergence Analysis of Consensus ALADIN for Convex Optimization

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

Modified augmented Lagrangian preconditioning for mixed-dimensional beam-solid coupling

Pure and mixed Dicke state ansatz for equality and inequality constraints in variational quantum eigensolver

Constrained Weighted Bayesian Bootstrap

Learning Doubly Sparse Explicitly Conditioned Transforms

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

Optimal Control and Dissipativity of Linear Hermitian Matrix-Valued Dynamical Systems

A Second-order Structure-preserving Parametric FEM for Surface Evolution