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Program for stream Continuous Optimization
Monday
Tuesday
Tuesday, 10:00-11:40
TB-03: Advances in robust optimization techniques
Stream: Continuous Optimization
Room: Room 3
Chair(s):
Jianzhe Zhen, Viet Anh Nguyen, Jannis Kurtz
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Natural disaster management: a two-stage distributionally robust approach
Mohamed El Tonbari, Alejandro Toriello, George Nemhauser, Natashia Boland -
Learning guarantees under distributional shifts: Wasserstein perturbation and conditional value-at-risk
Jaeho Lee -
Data-Driven Robust Optimization using Unsupervised Deep Learning
Jannis Kurtz, Marc Goerigk
Tuesday, 12:00-13:40
TC-02: Algorithms and theory for convex and nonconvex optimization
Stream: Continuous Optimization
Room: Room 2
Chair(s):
Bruno Lourenco
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Local convergence of primal-dual interior point methods for nonlinear semi-definite optimization using the family of Monteiro-Tsuchiya directions
Takayuki Okuno -
A new uncertainty model for positive-valued parameters with applications
Ellen Hidemi Fukuda, Tatsuya Tanaka, Nobuo Yamashita -
Error bounds, facial residual functions and applications to the exponential cone
Scott Lindstrom, Bruno Lourenco, Ting Kei Pong -
Consistent error bounds and convergence rates
Bruno Lourenco
Tuesday, 14:00-15:40
TD-03: Recent Progress in Semidefinite and Second Order Cone Programming
Stream: Continuous Optimization
Room: Room 3
Chair(s):
Makoto Yamashita, Sunyoung Kim
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Exact semidefinite relaxations for QCQPs with forest-structured matrices and its applications
Godai Azuma, Mituhiro Fukuda, Sunyoung Kim, Makoto Yamashita -
An efficient approach with aggregate sparsity based on second order cone programming relaxations for quadratic constrained quadratic programming problems
Makoto Yamashita, Heejune Sheen
Tuesday, 16:00-17:40
TE-11: Control Theory and System Dynamics
Stream: Continuous Optimization
Room: Room 11
Chair(s):
Jim Duggan
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Food loss problem and retailer’s commitment strategies in the presence of strategic customers
Yasushi Masuda, Taishi Kawahara, Hideaki Takagi -
Dynamic programming and linear programming for odds problem
Sachika Kurokawa, Tomomi Matsui -
A fast Bernstein global optimization procedure for nonlinear MPC
Bhagyesh Patil -
Exploring the Impact of School Reopenings using a System Dynamics Model of the Next Generation Matrix
Jim Duggan
Wednesday
Wednesday, 12:00-13:40
WC-02: Convex Optimization and Applications
Stream: Continuous Optimization
Room: Room 2
Chair(s):
Cesar Uribe, Rasoul Etesami, Shin-ya Matsushita
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Accelerated gradient method for convex-concave saddle-point problems
Donghwan Kim -
Blended dynamics approach to distributed algorithms for the consensus optimization problem
Seungjoon Lee, Hyungbo Shim -
Proximal Splitting Algorithms for Optimization Problems
Shin-ya Matsushita
Thursday
Thursday, 8:00-9:40
HA-02: Interior-Point Methods for Linear Programming
Stream: Continuous Optimization
Room: Room 2
Chair(s):
Aurelio Oliveira, Jordi Castro
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Stable system for Quadratic Programming.
Maria Gonzalez-Lima, Aurelio Oliveira, Danilo Oliveira -
A new hybrid preconditioner for interior point methods
Aurelio Oliveira, Cecilia O. Castro, Manolo Heredia -
Implementation of interior-point methods for LP based on Krylov subspace iterative solvers with inner-iteration preconditioning
Ken Hayami, Yiran Cui, Takashi Tsuchiya, Keiichi Morikuni -
A New Weight Reduction Algorithm for Linear Programming
Jair Da Silva, Carla Ghidini, Aurelio Oliveira
Thursday, 10:00-11:40
HB-02: New models and algorithms for decision under uncertainty
Stream: Continuous Optimization
Room: Room 2
Chair(s):
Man-Chung Yue
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Optimistic likelihood problems using geodesically convex optimization
Man-Chung Yue, Viet Anh Nguyen, Soroosh Shafieezadeh Abadeh, Daniel Kuhn, Wolfram Wiesemann -
The Dao of Robustness
Melvyn Sim, Daniel Zhuoyu Long, Minglong Zhou -
Probabilistic Sequential Shrinking: A Best Arm Identification Algorithm for Stochastic Bandits with Corruptions
Wang-Chi Cheung -
Distributionally robust risk minimization in machine learning: models and algorithms
Anthony So, Jiajin Li, Sen Huang
Friday
Friday, 8:00-9:40
FA-02: Advances in Interior points methods
Stream: Continuous Optimization
Room: Room 2
Chair(s):
Julio C. Góez, Daniel Stilck Franca
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Parametric Analysis of Semidefinite and Second Order Conic Optimization
Tamás Terlaky, Ali Mohammad-Nezhad -
A Limiting Analysis on Regularization of Singular Semidefinite Programs and its Implication to Infeasible Interior-point Algorithms
Takashi Tsuchiya, Bruno Lourenco, Masakazu Muramatsu, Takayuki Okuno -
A class of primal-dual interior-point relaxation methods for nonlinear and linear optimization
Yu-Hong Dai, Xinwei Liu -
Faster quantum and classical SDP approximations for quadratic binary optimization
Daniel Stilck Franca, Fernando Brandão, Richard Küng
Friday, 10:00-11:40
FB-02: Continuous Optimization: Methods and softwares
Stream: Continuous Optimization
Room: Room 2
Chair(s):
Luis Felipe Bueno
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On sequential optimality conditions for constrained conic programming
Leonardo Makoto Mito, Roberto Andreani, Walter Gómez, Gabriel Haeser, Alberto Ramos -
An Inexact Feasible Quantum Interior Point Method for Linear Optimization
Mohammadhossein Mohammadisiahroudi, Ramin Fakhimi, Tamás Terlaky -
Towards an efficient Augmented Lagrangian method for convex quadratic programming
Luis Felipe Bueno, Gabriel Haeser, Luiz Rafael Santos