Program for stream Continuous and mixed-integer nonlinear programming: theory and algorithms

MB-35: Nonlinear Optimization Algorithms and Applications: 1
Stream: Continuous and mixed-integer nonlinear programming: theory and algorithms
Room: Michael Sadler LG15
Chair(s): Ya-xiang Yuan, Xin Liu, Cong Sun, Zaikun Zhang

• A derivative-free regularization algorithm for equality constrained nonlinear least squares problems
  Jinyan Fan
• Barzilai-Borwein methods for nonlinear composite optimization
  Hongchao Zhang
• Solving 10,000-Dimensional Optimization Problems Using Inaccurate Function Values: An Old Algorithm
  Zaikun Zhang
• An acceleration strategy for gradient methods in convex quadratic programming
  Gerardo Toraldo, Serena Crisci, Anna De Magistris, Valentina De Simone

MC-35: Nonlinear Optimization Algorithms and Applications: 2
Stream: Continuous and mixed-integer nonlinear programming: theory and algorithms
Room: Michael Sadler LG15
Chair(s): Ya-xiang Yuan, Xin Liu, Cong Sun, Zaikun Zhang

• The Distributionally Robust Optimization Model of Sparse Principal Component Analysis
  Xin Liu
• A momentum-based linearized augmented Lagrangian method for nonconvex constrained stochastic optimization
  Xiao Wang
• Primal-Dual Algorithms for Saddle Point Problems—Convergence Analysis and Equilibrium Properties
  Deren Han
• A Block Coordinate Descent enhanced metaheuristic for the Euclidean Traveling Salesman Problem with Polygonal Neighborhoods
  Ernesto G. Birgin, Paula C. R. Ertel

MD-35: Nonlinear Optimization Algorithms and Applications: 3
Stream: Continuous and mixed-integer nonlinear programming: theory and algorithms
Room: Michael Sadler LG15
Chair(s): Ya-xiang Yuan, Xin Liu, Cong Sun, Zaikun Zhang

• New gradient methods with quasi-Newton property and quasi-Newton update
  Cong Sun
• A random active set method for strictly convex quadratic problem with simple bounds
  Ran Gu
• Model-driven and data-driven inverse problems and intelligent computing
  Yanfei Wang
• Asymmetric Long-Step Primal-Dual Interior-Point Methods with Dual Centering
  Yurii Nesterov

TA-35: Nonlinear Optimization Algorithms and Applications: 4
Stream: Continuous and mixed-integer nonlinear programming: theory and algorithms
Room: Michael Sadler LG15
Chair(s): Ya-xiang Yuan, Zaikun Zhang, Xin Liu, Cong Sun

• A multilevel stochastic regularized first-order method with application to training
  Margherita Porcelli, Filippo Marini, Elisa Riccietti
• Complexity of trust-region methods in the presence of unbounded Hessian approximations
  Youssef Diouane, Mohamed Laghdaf Habiboullah, Dominique Orban
• A new SLP algorithm applied to Topology Optimization
  Luis Felipe Bueno, Ernesto G. Birgin, Dimary Moreno, Tiara Martini Santos, Thiago Santos, Thadeu Senne
• Subsampled Trust-Region Methods with Deterministic Worst-Case Complexity Guarantees
  Geovani Grapiglia

TB-35: Optimization for machine learning and inverse problems
Stream: Continuous and mixed-integer nonlinear programming: theory and algorithms
Room: Michael Sadler LG15
Chair(s): Silvia Villa, Cesare Molinari, Lorenzo Rosasco

• Inertial Methods with Viscous and Hessian driven Damping for Non-Convex Optimization
  Rodrigo Maulen
• Learning from data via overparameterization
  Cesare Molinari, Silvia Villa, Lorenzo Rosasco, Cristian Vega, Hippolyte Labarrière
• Bridging Theory and Practice in Deep Learning Optimization
  Kevin Scaman

TC-35: Recent trends in zeroth order and simulation-based optimization: 1
Stream: Continuous and mixed-integer nonlinear programming: theory and algorithms
Room: Michael Sadler LG15
Chair(s): Silvia Villa, Cesare Molinari, Lorenzo Rosasco

• An Efficient Network-aware Direct Search Method for Influence Maximization
  Matteo Bergamaschi, Francesco Rinaldi, Francesco Tudisco, Sara Venturini
• Variance Reduced Gradient Tracking for Distributed Zeroth-Order Optimization
  Yujie Tang, Huaiyi Mu, Zhongkui Li
• A derivative-free algorithm based on resilient positive spanning sets
  Sébastien Kerleau

WA-35: Recent trends in zeroth order and simulation-based optimization: 2
Stream: Continuous and mixed-integer nonlinear programming: theory and algorithms
Room: Michael Sadler LG15
Chair(s): Warren Hare, Margherita Porcelli

• Inverse Problem in River Hydraulics Solved via Derivative-Free Constrained Optimization
  Fabio Fortunato Filho, José Mario Martínez
• Multiobjective optimisation of a multifidelity simulation
  Warren Hare
• Structured Finite-Difference Methods for Zeroth-order Optimization
  Marco Rando, Cheik Traoré, Cesare Molinari, Lorenzo Rosasco, Silvia Villa

WB-35: MINLP 1
Stream: Continuous and mixed-integer nonlinear programming: theory and algorithms
Room: Michael Sadler LG15
Chair(s): Jan Kronqvist

• Branch-and-Cut for Mixed-Integer Programming Games
  Aloïs Duguet, Tobias Harks, Martin Schmidt, Julian Schwarz
• Rotational relaxations for global optimization of quadratic programs
  Yehor Blokhin, Jan Kronqvist
• Using quadratic cuts to iteratively strengthen convexifications of box quadratic programs
  Daniel Porumbel, Amélie Lambert
• Cutting plane algorithms for local exploration in black-box optimization: Heuristics for cut generation
  David Alejandro Linan Romero, David Ek, Daniel Marjavaara, Anders Forsgren, Jan Kronqvist

WC-35: Cardinality-constrained optimization with guarantees
Stream: Continuous and mixed-integer nonlinear programming: theory and algorithms
Room: Michael Sadler LG15
Chair(s): Immanuel Bomze

• Cardinality-Constrained Optimization for Large-Scale Portfolio
  Yuan Chen, Immanuel Bomze, Nikolaus Hautsch, Bo Peng
• Strict control of sparsity for classification problems
  Immanuel Bomze, Federico D'Onofrio, Pedro Duarte Silva, Marta Monaci, Laura Palagi, Bo Peng
• Geodesic Programs
  Johannes Manstein

WD-35: Bilevel optimization and augmented Lagrangian methods
Stream: Continuous and mixed-integer nonlinear programming: theory and algorithms
Room: Michael Sadler LG15
Chair(s): Xinwei Liu

• Double-proximal augmented Lagrangian methods with improved convergence condition
  Jianchao Bai
• The novel interior augmented Lagrangian methods for constrained optimization
  Xinwei Liu, Yu-Hong Dai
• Exact Solution Method for Nonlinear Bilevel Interdiction Problems: Applications in Investment and Facility Disruption
  Suyog Nigudkar, Ankur Sinha, Sachin Jayaswal
• A Fast Smoothing Damped Newton Method for Bilevel Hyperparameter Optimization for SVC
  Qingna Li