Causal AI-based Root Cause Identification: Research to Practice at Scale.
CoRR, February, 2025
Sparsity May Be All You Need: Sparse Random Parameter Adaptation.
CoRR, February, 2025
Evaluating the Prompt Steerability of Large Language Models.
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Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025
Alignment Studio: Aligning Large Language Models to Particular Contextual Regulations.
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IEEE Internet Comput., 2024
Evaluating the Prompt Steerability of Large Language Models.
CoRR, 2024
Contextual Moral Value Alignment Through Context-Based Aggregation.
CoRR, 2024
ComVas: Contextual Moral Values Alignment System.
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Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Fault Localization Using Interventional Causal Learning for Cloud-Native Applications.
Proceedings of the 54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2024
Fault Injection Based Interventional Causal Learning for Distributed Applications.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
A fault injection platform for learning AIOps models.
Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022
Fourier Representations for Black-Box Optimization over Categorical Variables.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Localizing and Explaining Faults in Microservices Using Distributed Tracing.
Proceedings of the IEEE 15th International Conference on Cloud Computing, 2022
Combinatorial Black-Box Optimization with Expert Advice.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
Accelerating Physics-Based Simulations Using End-to-End Neural Network Proxies: An Application in Oil Reservoir Modeling.
Frontiers Big Data, 2019
Insider threat modeling: An adversarial risk analysis approach.
CoRR, 2019
Accelerating Physics-Based Simulations Using Neural Network Proxies: An Application in Oil Reservoir Modeling.
CoRR, 2019
A cognitive assistant for risk identification and modeling.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
Optimal Sequential Drilling for Hydrocarbon Field Development Planning.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
A framework for strategic financial risk management.
IBM J. Res. Dev., 2014
Adversarial Risk Analysis: The Somali Pirates Case.
Decis. Anal., 2012
The Impact of Analytical Support and Preference Determination on Consistency in E-Negotiations - a New Method and Preliminary Results.
Int. J. Inf. Technol. Decis. Mak., 2010
A Study on Preference Impartation and Decision Support in E-Negotiation.
Proceedings of the 43rd Hawaii International International Conference on Systems Science (HICSS-43 2010), 2010
Supporting Negotiations over Influence Diagrams.
Decis. Anal., 2009
Adversarial Risk Analysis: Applications to Basic Counterterrorism Models.
Proceedings of the Algorithmic Decision Theory, First International Conference, 2009
A framework for participatory budget elaboration support.
J. Oper. Res. Soc., 2008
Towards decision support for participatory democracy.
Inf. Syst. E Bus. Manag., 2008
Experimental research on bilateral negotiations.
Proceedings of the Negotiation and Market Engineering, 12.11. - 17.11.2006, 2006
Quixote: Supporting Group Decisions Through the Web.
Proceedings of the E-Government: Towards Electronic Democracy, International Conference, 2005
Participatory Budget Formation Through the Web.
Proceedings of the E-Government: Towards Electronic Democracy, International Conference, 2005