Selin Damla Ahipasaoglu
Selin Damla Ahipasaoglu
Associate Professor at Operational Research, University of Southampton
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Optimization for machine learning
S Sra, S Nowozin, SJ Wright
Mit Press, 2012
Linear convergence of a modified Frank–Wolfe algorithm for computing minimum-volume enclosing ellipsoids
S Damla Ahipasaoglu, P Sun, MJ Todd
Optimisation Methods and Software 23 (1), 5-19, 2008
Alternating maximization: Unifying framework for 8 sparse PCA formulations and efficient parallel codes
P Richtárik, M Jahani, SD Ahipaşaoğlu, M Takáč
Optimization and Engineering, 1-27, 2020
Identifying (quasi) equally informative subsets in feature selection problems for classification: a max-relevance min-redundancy approach
G Karakaya, S Galelli, SD Ahipaşaoğlu, R Taormina
IEEE transactions on cybernetics 46 (6), 1424-1437, 2015
Beyond normality: A cross moment-stochastic user equilibrium model
SD Ahipaşaoğlu, R Meskarian, TL Magnanti, K Natarajan
Transportation Research Part B: Methodological 81, 333-354, 2015
Optimal meeting scheduling in smart commercial building for energy cost reduction
B Chai, A Costa, SD Ahipasaoglu, C Yuen, Z Yang
IEEE Transactions on Smart Grid 9 (4), 3060-3069, 2016
Fast algorithms for the minimum volume estimator
SD Ahipaşaoğlu
Journal of Global Optimization 62 (2), 351-370, 2015
On the flexibility of using marginal distribution choice models in traffic equilibrium
SD Ahipaşaoğlu, U Arıkan, K Natarajan
Transportation Research Part B: Methodological 91, 130-158, 2016
A convex optimization approach for computing correlated choice probabilities with many alternatives
SD Ahipasaoglu, X Li, K Natarajan
IEEE Transactions on Automatic Control 64 (1), 190-205, 2018
Convex relaxations for subset selection
F Bach, SD Ahipasaoglu, A d'Aspremont
arXiv preprint arXiv:1006.3601, 2010
Identification and elimination of interior points for the minimum enclosing ball problem
SD Ahipaşaoğlu, EA Yildirim
SIAM Journal on Optimization 19 (3), 1392-1396, 2008
An information theoretic approach to select alternate subsets of predictors for data-driven hydrological models
R Taormina, S Galelli, G Karakaya, SD Ahipasaoglu
Journal of Hydrology 542, 18-34, 2016
A pathwise algorithm for covariance selection
V Krishnamurthy, SD Ahipasaoglu, A d'Aspremont
arXiv preprint arXiv:0908.0143, 2009
Interactive algorithms for a broad underlying family of preference functions
G Karakaya, M Köksalan, SD Ahipaşaoğlu
European Journal of Operational Research 265 (1), 248-262, 2018
A fair and budget-balanced incentive mechanism for energy management in buildings
T Wang, Y Xu, C Withanage, L Lan, SD Ahipaşaoğlu, CA Courcoubetis
IEEE Transactions on Smart Grid 9 (4), 3143-3153, 2016
A modified Frank–Wolfe algorithm for computing minimum-area enclosing ellipsoidal cylinders: Theory and algorithms
SD AhipaşAoğLu, MJ Todd
Computational Geometry 46 (5), 494-519, 2013
Minimizing commercial building cost in smart grid: An optimal meeting scheduling approach
B Chai, A Costa, SD Ahipasaoglu, S Huang, C Yuen, Z Yang
2014 IEEE International Conference on Smart Grid Communications …, 2014
From boxes to bees: active learning in freshmen calculus
FS Tsai, K Natarajan, SD Ahipaşaoğlu, C Yuen, H Lee, NM Cheung, ...
2013 IEEE Global Engineering Education Conference (EDUCON), 59-68, 2013
Max-min fairness of generalized AGV mechanisms
T Wang, Y Xu, SD Ahipasaoglu, C Courcoubetis
2015 54th IEEE Conference on Decision and Control (CDC), 5170-5177, 2015
A first-order algorithm for the A-optimal experimental design problem: a mathematical programming approach
SD Ahipaşaoğlu
Statistics and Computing 25 (6), 1113-1127, 2015
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