Search results for "Recourse"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
70	Armagan Tarim, Ian Miguel	A Hybrid Benders' Decomposition Method for Solving Stochastic Constraint Programs with Linear Recourse.	CSCLP	2005	DBLP DOI BibTeX RDF
68	Willem K. Klein Haneveld, Leen Stougie, Maarten H. van der Vlerk	Simple integer recourse models: convexity and convex approximations.	Math. Program.	2006	DBLP DOI BibTeX RDF	Simple integer recourse, Convex approximation, Convexity
68	Yang Xu 0017, Lawrence T. Pileggi, Stephen P. Boyd	ORACLE: optimization with recourse of analog circuits including layout extraction.	DAC	2004	DBLP DOI BibTeX RDF	optimization with recourse
66	Maarten H. van der Vlerk	Stochastic Programming with Simple Integer Recourse.	Encyclopedia of Optimization	2009	DBLP DOI BibTeX RDF	Simple recourse, Integer recourse, Stochastic programming
65	Chaitanya Swamy, David B. Shmoys	Approximation algorithms for 2-stage stochastic optimization problems.	SIGACT News	2006	DBLP DOI BibTeX RDF
55	François V. Louveaux, John R. Birge	L-shaped Method for Two-stage Stochastic Programs with Recourse.	Encyclopedia of Optimization	2009	DBLP DOI BibTeX RDF	Stochastic programming, Decomposition techniques, Recourse
50	N. C. P. Edirisinghe, E. I. Patterson	Multi-period stochastic portfolio optimization: Block-separable decomposition.	Ann. Oper. Res.	2007	DBLP DOI BibTeX RDF	Stochastic multistage programming, Nested decomposition, Block-separable recourse, Portfolio optimization
44	Ran Ding, Qiqiang Li, Qingqiang Guo, Yongchao Gao	Robust Scheduling with Recourse for Batch Processes under Uncertainty.	ISDA (3)	2006	DBLP DOI BibTeX RDF
44	Maarten H. van der Vlerk	Convex approximations for complete integer recourse models.	Math. Program.	2004	DBLP DOI BibTeX RDF
42	Shane Dye	Simple Recourse Problem: Dual Method.	Encyclopedia of Optimization	2009	DBLP DOI BibTeX RDF	Stochastic programming, Recourse
42	Shane Dye	Simple Recourse Problem.	Encyclopedia of Optimization	2009	DBLP DOI BibTeX RDF	Newsboy problem, Stochastic programming, Recourse
42	Shane Dye	Simple Recourse Problem: Primal Method.	Encyclopedia of Optimization	2009	DBLP DOI BibTeX RDF	Working basis, Stochastic programming, Recourse
39	David B. Shmoys, Chaitanya Swamy	An approximation scheme for stochastic linear programming and its application to stochastic integer programs.	J. ACM	2006	DBLP DOI BibTeX RDF	Approximation algorithms, randomized algorithms, convex optimization
39	David B. Shmoys, Chaitanya Swamy	Stochastic Optimization is (Almost) as easy as Deterministic Optimization.	FOCS	2004	DBLP DOI BibTeX RDF
37	Jeff T. Linderoth, Alexander Shapiro 0001, Stephen J. Wright 0001	The empirical behavior of sampling methods for stochastic programming.	Ann. Oper. Res.	2006	DBLP DOI BibTeX RDF	Stochastic linear programming, Sample average approximations, Optimality gap, Statistical KKT test, Computational grid, Monte Carlo sampling, Recourse
37	Emmanuel Fragnière, Jacek Gondzio, Robert Sarkissian	Efficient Management of Multiple Sets to Extract Complex Structures from Mathematical Programs.	Ann. Oper. Res.	2001	DBLP DOI BibTeX RDF	algebraic modeling language, structure exploiting solver, stochastic programming with recourse, large-scale optimization
37	Martin Pawelczyk, Teresa Datta, Johannes van den Heuvel, Gjergji Kasneci, Himabindu Lakkaraju	Probabilistically Robust Recourse: Navigating the Trade-offs between Costs and Robustness in Algorithmic Recourse.	ICLR	2023	DBLP BibTeX RDF
37	Maarten H. van der Vlerk	Modification of Recourse Data for Mixed-Integer Recourse Models.	Algorithms for Optimization with Incomplete Information	2005	DBLP BibTeX RDF
37	Linos F. Frantzeskakis, Warren B. Powell	Restricted recourse strategies for bounding the expected network recourse function.	Ann. Oper. Res.	1996	DBLP DOI BibTeX RDF
31	Ufuk Topcu, Giuseppe Carlo Calafiore, Laurent El Ghaoui	Multistage investments with recourse: A single-asset case with transaction costs.	CDC	2008	DBLP DOI BibTeX RDF
31	Yian-Kui Liu	The Approximation Method for Two-Stage Fuzzy Random Programming With Recourse.	IEEE Trans. Fuzzy Syst.	2007	DBLP DOI BibTeX RDF
31	Valeria Mirabella, Stephen Kimani, Tiziana Catarci	Recourse for Guiding Didactical Creators in the Development of Accessible e-Learning Material.	APCHI	2004	DBLP DOI BibTeX RDF
26	Werner Römisch, Stefan Vigerske	Quantitative stability of fully random mixed-integer two-stage stochastic programs.	Optim. Lett.	2008	DBLP DOI BibTeX RDF	Two-stage, Probability metric, Stability, Stochastic programming, Discrepancy, Weak convergence, Mixed-integer
26	John D. N. Dionisio, Caskey L. Dickson, Stephanie E. August, Philip M. Dorin, Ray Toal	An open source software culture in the undergraduate computer science curriculum.	ACM SIGCSE Bull.	2007	DBLP DOI BibTeX RDF	curriculum reform, teaching framework, open source software development
26	Jibo Liu, Chunhua Hu, Peidong Zhu	Research Algorithm Based on Ant-Cooperation for Grid Service.	GCC	2007	DBLP DOI BibTeX RDF
26	Peter Kall, János Mayer	Some insights into the solution algorithms for SLP problems.	Ann. Oper. Res.	2006	DBLP DOI BibTeX RDF
24	Laureano F. Escudero	Optimization in Water Resources.	Encyclopedia of Optimization	2009	DBLP DOI BibTeX RDF	Hydrological exogenous inflow, Water demand, Catchment management, Surface and groundwater resources, Environmental targets, Nonanticipativity water resources policies, Full recourse, Splitting variables, Benders decomposition approach, augmented Lagrangian decomposition approach, Stochasticity, Scenario analysis
24	András Prékopa	Static Stochastic Programming Models.	Encyclopedia of Optimization	2009	DBLP DOI BibTeX RDF	Stochastic programming problem, Underlying deterministic problem, Probabilistic constraint, Individual probabilistic constraints, Joint probabilistic constraint, Programming under probabilistic constraint, Recourse model, Hybrid model
18	Hanyang Li, Ying Cui 0004	A Decomposition Algorithm for Two-Stage Stochastic Programs with Nonconvex Recourse Functions.	SIAM J. Optim.	2024	DBLP DOI BibTeX RDF
18	E. Ruben van Beesten, Ward Romeijnders, Kees Jan Roodbergen	Convex approximations of two-stage risk-averse mixed-integer recourse models.	Comput. Optim. Appl.	2024	DBLP DOI BibTeX RDF
18	E. Ruben van Beesten, Ward Romeijnders, Kees Jan Roodbergen	Convex approximations of two-stage risk-averse mixed-integer recourse models.	Comput. Optim. Appl.	2024	DBLP DOI BibTeX RDF
18	Tobias Leemann, Martin Pawelczyk, Bardh Prenkaj, Gjergji Kasneci	Towards Non-Adversarial Algorithmic Recourse.	CoRR	2024	DBLP DOI BibTeX RDF
18	Marcel Jackiewicz, Adam Kasperski, Pawel Zielinski 0001	Computational Complexity of the Recoverable Robust Shortest Path Problem with Discrete Recourse.	CoRR	2024	DBLP DOI BibTeX RDF
18	Duy Nguyen, Bao Nguyen, Viet Anh Nguyen	Cost-Adaptive Recourse Recommendation by Adaptive Preference Elicitation.	CoRR	2024	DBLP DOI BibTeX RDF
18	Elliot Creager, Richard S. Zemel	Online Algorithmic Recourse by Collective Action.	CoRR	2024	DBLP DOI BibTeX RDF
18	Andrew Bell, João Fonseca, Carlo Abrate, Francesco Bonchi, Julia Stoyanovich	Fairness in Algorithmic Recourse Through the Lens of Substantive Equality of Opportunity.	CoRR	2024	DBLP DOI BibTeX RDF
18	Jennifer Chien, Kevin R. McKee, Jackie Kay, William Isaac 0001	Recourse for reclamation: Chatting with generative language models.	CoRR	2024	DBLP DOI BibTeX RDF
18	Lucius E. J. Bynum, Joshua R. Loftus, Julia Stoyanovich	A New Paradigm for Counterfactual Reasoning in Fairness and Recourse.	CoRR	2024	DBLP DOI BibTeX RDF
18	Marc Goerigk, Stefan Lendl, Lasse Wulf	On the complexity of robust multi-stage problems with discrete recourse.	Discret. Appl. Math.	2024	DBLP DOI BibTeX RDF
18	Andrea Lodi 0001, Enrico Malaguti, Michele Monaci, Giacomo Nannicini, Paolo Paronuzzi	A solution algorithm for chance-constrained problems with integer second-stage recourse decisions.	Math. Program.	2024	DBLP DOI BibTeX RDF
18	Yunwei Qi, Suvrajeet Sen	Correction to: The ancestral Benders' cutting-plane algorithm with multi-term disjunctions for mixed-integer recourse decisions in stochastic programming.	Math. Program.	2024	DBLP DOI BibTeX RDF
18	Peyman Rasouli, Ingrid Chieh Yu	CARE: coherent actionable recourse based on sound counterfactual explanations.	Int. J. Data Sci. Anal.	2024	DBLP DOI BibTeX RDF
18	Haochen Wu, Shubham Sharma, Sunandita Patra, Sriram Gopalakrishnan	SafeAR: Safe Algorithmic Recourse by Risk-Aware Policies.	AAAI	2024	DBLP DOI BibTeX RDF
18	Jayanth Yetukuri, Ian Hardy, Yevgeniy Vorobeychik, Berk Ustun, Yang Liu	Providing Fair Recourse over Plausible Groups.	AAAI	2024	DBLP DOI BibTeX RDF
18	Bhat Dittakavi, Bharathi Callepalli, Aleti Vardhan, Sai Vikas Desai, Vineeth N. Balasubramanian	CARE: Counterfactual-based Algorithmic Recourse for Explainable Pose Correction.	WACV	2024	DBLP DOI BibTeX RDF
18	Hidde Fokkema, Damien Garreau, Tim van Erven	The Risks of Recourse in Binary Classification.	AISTATS	2024	DBLP BibTeX RDF
18	Junqi Jiang, Francesco Leofante, Antonio Rago 0001, Francesca Toni	Recourse under Model Multiplicity via Argumentative Ensembling.	AAMAS	2024	DBLP BibTeX RDF
18	Tahir Ekin, Stephen Walker, Paul Damien	Augmented simulation methods for discrete stochastic optimization with recourse.	Ann. Oper. Res.	2023	DBLP DOI BibTeX RDF
18	Giovanni De Toni, Bruno Lepri, Andrea Passerini	Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis.	Mach. Learn.	2023	DBLP DOI BibTeX RDF
18	Isacco Beretta, Martina Cinquini	The Importance of Time in Causal Algorithmic Recourse.	CoRR	2023	DBLP DOI BibTeX RDF
18	Xiao Han 0008, Lu Zhang 0021, Yongkai Wu, Shuhan Yuan	Algorithmic Recourse for Anomaly Detection in Multivariate Time Series.	CoRR	2023	DBLP DOI BibTeX RDF
18	Avni Kothari, Bogdan Kulynych, Tsui-Wei Weng, Berk Ustun	Prediction without Preclusion: Recourse Verification with Reachable Sets.	CoRR	2023	DBLP DOI BibTeX RDF
18	Matthew Olckers, Toby Walsh	Incentives to Offer Algorithmic Recourse.	CoRR	2023	DBLP DOI BibTeX RDF
18	Ian Hardy, Jayanth Yetukuri, Yang Liu 0018	Adaptive Adversarial Training Does Not Increase Recourse Costs.	CoRR	2023	DBLP DOI BibTeX RDF
18	Patrick Altmeyer, Giovan Angela, Aleksander Buszydlik, Karol Dobiczek, Arie van Deursen, Cynthia C. S. Liem	Endogenous Macrodynamics in Algorithmic Recourse.	CoRR	2023	DBLP DOI BibTeX RDF
18	Sahil Verma, Ashudeep Singh, Varich Boonsanong, John P. Dickerson, Chirag Shah	RecRec: Algorithmic Recourse for Recommender Systems.	CoRR	2023	DBLP DOI BibTeX RDF
18	João Fonseca, Andrew Bell, Carlo Abrate, Francesco Bonchi, Julia Stoyanovich	Setting the Right Expectations: Algorithmic Recourse Over Time.	CoRR	2023	DBLP DOI BibTeX RDF
18	Junqi Jiang, Antonio Rago 0001, Francesco Leofante, Francesca Toni	Recourse under Model Multiplicity via Argumentative Ensembling (Technical Report).	CoRR	2023	DBLP DOI BibTeX RDF
18	Haochen Wu, Shubham Sharma, Sunandita Patra, Sriram Gopalakrishnan	SafeAR: Towards Safer Algorithmic Recourse by Risk-Aware Policies.	CoRR	2023	DBLP DOI BibTeX RDF
18	Duy Nguyen, Ngoc Bui, Viet Anh Nguyen	Distributionally Robust Recourse Action.	CoRR	2023	DBLP DOI BibTeX RDF
18	Duy Nguyen, Ngoc Bui, Viet Anh Nguyen	Feasible Recourse Plan via Diverse Interpolation.	CoRR	2023	DBLP DOI BibTeX RDF
18	Ahmad-Reza Ehyaei, Amir-Hossein Karimi, Bernhard Schölkopf, Setareh Maghsudi	Robustness Implies Fairness in Causal Algorithmic Recourse.	CoRR	2023	DBLP DOI BibTeX RDF
18	Dat Hong, Tong Wang	Personalized Path Recourse.	CoRR	2023	DBLP DOI BibTeX RDF
18	Jenny Hamer, Jake Valladares, Vignesh Viswanathan, Yair Zick	Simple Steps to Success: Axiomatics of Distance-Based Algorithmic Recourse.	CoRR	2023	DBLP DOI BibTeX RDF
18	Jayanth Yetukuri, Ian Hardy, Yang Liu 0018	Towards User Guided Actionable Recourse.	CoRR	2023	DBLP DOI BibTeX RDF
18	Hidde Fokkema, Damien Garreau, Tim van Erven	The Risks of Recourse in Binary Classification.	CoRR	2023	DBLP DOI BibTeX RDF
18	Catherine Huang, Chelse Swoopes, Christina Xiao, Jiaqi Ma, Himabindu Lakkaraju	Accurate, Explainable, and Private Models: Providing Recourse While Minimizing Training Data Leakage.	CoRR	2023	DBLP DOI BibTeX RDF
18	Ngoc Bui, Duy Nguyen, Man-Chung Yue, Viet Anh Nguyen	Coverage-Validity-Aware Algorithmic Recourse.	CoRR	2023	DBLP DOI BibTeX RDF
18	Sikha Pentyala, Shubham Sharma, Sanjay Kariyappa, Freddy Lécué, Daniele Magazzeni	Privacy-Preserving Algorithmic Recourse.	CoRR	2023	DBLP DOI BibTeX RDF
18	Zijie J. Wang, Jennifer Wortman Vaughan, Rich Caruana, Duen Horng Chau	GAM Coach: Towards Interactive and User-centered Algorithmic Recourse.	CoRR	2023	DBLP DOI BibTeX RDF
18	Edward A. Small, Jeffrey N. Clark, Christopher J. McWilliams, Kacper Sokol, Jeffrey Chan, Flora D. Salim, Raúl Santos-Rodríguez	Counterfactual Explanations via Locally-guided Sequential Algorithmic Recourse.	CoRR	2023	DBLP DOI BibTeX RDF
18	Amir-Hossein Karimi, Gilles Barthe, Bernhard Schölkopf, Isabel Valera	A Survey of Algorithmic Recourse: Contrastive Explanations and Consequential Recommendations.	ACM Comput. Surv.	2023	DBLP DOI BibTeX RDF
18	Mehdi Zeynivand, Mehdi Najafi, Mohammad Modarres Yazdi	A Recourse Policy to Improve Number of Successful Transplants in Uncertain Kidney Exchange Programs.	J. Optim. Theory Appl.	2023	DBLP DOI BibTeX RDF
18	Sahil Verma, Ashudeep Singh, Varich Boonsanong, John P. Dickerson, Chirag Shah	RecRec: Algorithmic Recourse for Recommender Systems.	CIKM	2023	DBLP DOI BibTeX RDF
18	Hangzhi Guo, Feiran Jia, Jinghui Chen, Anna Cinzia Squicciarini, Amulya Yadav	RoCourseNet: Robust Training of a Prediction Aware Recourse Model.	CIKM	2023	DBLP DOI BibTeX RDF
18	Manan Singh, Sai Srinivas Kancheti, Shivam Gupta 0004, Ganesh Ghalme, Shweta Jain 0002, Narayanan C. Krishnan	Algorithmic Recourse based on User's Feature-order Preference.	COMAD/CODS	2023	DBLP DOI BibTeX RDF
18	Gunnar König, Timo Freiesleben, Moritz Grosse-Wentrup	Improvement-Focused Causal Recourse (ICR).	AAAI	2023	DBLP DOI BibTeX RDF
18	Isacco Beretta, Martina Cinquini	The Importance of Time in Causal Algorithmic Recourse.	xAI (1)	2023	DBLP DOI BibTeX RDF
18	Zijie J. Wang, Jennifer Wortman Vaughan, Rich Caruana, Duen Horng Chau	GAM Coach: Towards Interactive and User-centered Algorithmic Recourse.	CHI	2023	DBLP DOI BibTeX RDF
18	Ian Howell, Eleanor Quint, Hongfeng Yu 0001	Quantitatively Evaluating the Validity of Contrastive Generators for Recourse.	IEEE Big Data	2023	DBLP DOI BibTeX RDF
18	João Fonseca, Andrew Bell, Carlo Abrate, Francesco Bonchi, Julia Stoyanovich	Setting the Right Expectations: Algorithmic Recourse Over Time.	EAAMO	2023	DBLP DOI BibTeX RDF
18	Hans-Joachim Böckenhauer, Ralf Klasing, Tobias Mömke, Peter Rossmanith, Moritz Stocker, David Wehner	Online Knapsack with Removal and Recourse.	IWOCA	2023	DBLP DOI BibTeX RDF
18	Anísio Lacerda, Claudio Almeida, Leonardo Augusto Ferreira, Adriano C. M. Pereira, Gisele L. Pappa, Wagner Meira Jr., Débora M. Miranda, Marco A. Romano-Silva, Leandro Malloy Diniz	Algorithmic Recourse in Mental Healthcare.	IJCNN	2023	DBLP DOI BibTeX RDF
18	Ravishankar Krishnaswamy, Shi Li 0001, Varun Suriyanarayana	Online Unrelated-Machine Load Balancing and Generalized Flow with Recourse.	STOC	2023	DBLP DOI BibTeX RDF
18	Ahmad-Reza Ehyaei, Amir-Hossein Karimi, Bernhard Schölkopf, Setareh Maghsudi	Robustness Implies Fairness in Causal Algorithmic Recourse.	FAccT	2023	DBLP DOI BibTeX RDF
18	Duy Nguyen, Ngoc Bui, Viet Anh Nguyen	Distributionally Robust Recourse Action.	ICLR	2023	DBLP BibTeX RDF
18	Jayanth Yetukuri, Ian Hardy, Yang Liu 0018	Towards User Guided Actionable Recourse.	AIES	2023	DBLP DOI BibTeX RDF
18	Ian Hardy, Jayanth Yetukuri, Yang Liu 0018	Adaptive Adversarial Training Does Not Increase Recourse Costs.	AIES	2023	DBLP DOI BibTeX RDF
18	Jayanth Yetukuri	Individual and Group-level considerations of Actionable Recourse.	AIES	2023	DBLP DOI BibTeX RDF
18	Ruijiang Gao, Himabindu Lakkaraju	On the Impact of Algorithmic Recourse on Social Segregation.	ICML	2023	DBLP BibTeX RDF
18	Andrew Estornell, Yatong Chen, Sanmay Das, Yang Liu 0018, Yevgeniy Vorobeychik	Incentivizing Recourse through Auditing in Strategic Classification.	IJCAI	2023	DBLP DOI BibTeX RDF
18	Martin Pawelczyk, Himabindu Lakkaraju, Seth Neel	On the Privacy Risks of Algorithmic Recourse.	AISTATS	2023	DBLP BibTeX RDF
18	Duy Nguyen, Ngoc Bui, Viet Anh Nguyen	Feasible Recourse Plan via Diverse Interpolation.	AISTATS	2023	DBLP BibTeX RDF
18	Amir-Hossein Karimi	Advances in Algorithmic Recourse: Ensuring Causal Consistency, Fairness, & Robustness.		2023	RDF
18	Ayse N. Arslan, Michael Poss, Marco Silva 0003	Min-Sup-Min Robust Combinatorial Optimization with Few Recourse Solutions.	INFORMS J. Comput.	2022	DBLP DOI BibTeX RDF
18	Bart Smeulders, Valentin Bartier, Yves Crama, Frits C. R. Spieksma	Recourse in Kidney Exchange Programs.	INFORMS J. Comput.	2022	DBLP DOI BibTeX RDF
18	Murwan Siddig, Yongjia Song	Adaptive partition-based SDDP algorithms for multistage stochastic linear programming with fixed recourse.	Comput. Optim. Appl.	2022	DBLP DOI BibTeX RDF
18	Nan Jiang 0002, Yi Zhuang 0001, Hua Hu, Dickson K. W. Chiu	Local-privacy-preserving-based and partition-based batch transmission of sectional medical image sequences in recourse-constraint mobile telemedicine systems.	Multim. Tools Appl.	2022	DBLP DOI BibTeX RDF
18	E. Ruben van Beesten, Ward Romeijnders	Parametric error bounds for convex approximations of two-stage mixed-integer recourse models with a random second-stage cost vector.	Oper. Res. Lett.	2022	DBLP DOI BibTeX RDF
18	Martin Pawelczyk, Teresa Datta, Johannes van den Heuvel, Gjergji Kasneci, Himabindu Lakkaraju	Algorithmic Recourse in the Face of Noisy Human Responses.	CoRR	2022	DBLP DOI BibTeX RDF