Alexander G. Gray
Orcid: 0000-0003-0337-7359Affiliations:
- College of Computing, Georgia Institute of Technology
According to our database1,
Alexander G. Gray
authored at least 98 papers
between 1995 and 2023.
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Bibliography
2023
Toward Theoretical Guidance for Two Common Questions in Practical Cross-Validation based Hyperparameter Selection.
Proceedings of the 2023 SIAM International Conference on Data Mining, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
2022
A Benchmark for Generalizable and Interpretable Temporal Question Answering over Knowledge Bases.
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
CoRR, 2021
CoRR, 2021
Training Logical Neural Networks by Primal-Dual Methods for Neuro-Symbolic Reasoning.
Proceedings of the IEEE International Conference on Acoustics, 2021
A Semantics-aware Transformer Model of Relation Linking for Knowledge Base Question Answering.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
A Semantic Parsing and Reasoning-Based Approach to Knowledge Base Question Answering.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Question Answering over Knowledge Bases by Leveraging Semantic Parsing and Neuro-Symbolic Reasoning.
CoRR, 2020
Proceedings of the Semantic Web - ISWC 2020, 2020
AutoAIViz: opening the blackbox of automated artificial intelligence with conditional parallel coordinates.
Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Human-AI Collaboration in Data Science: Exploring Data Scientists' Perceptions of Automated AI.
Proc. ACM Hum. Comput. Interact., 2019
AutoAIViz: Opening the Blackbox of Automated Artificial Intelligence with Conditional Parallel Coordinates.
CoRR, 2019
2017
Proceedings of the KDD 2017 Workshop on Anomaly Detection in Finance, 2017
2014
Stat. Anal. Data Min., 2014
2013
Dependence maps, a dimensionality reduction with dependence distance for high-dimensional data.
Data Min. Knowl. Discov., 2013
Comput. Stat. Data Anal., 2013
Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial Intelligence, 2013
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
2012
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012
Computer detection approaches for the identification of phasic electromyographic (EMG) activity during human sleep.
Biomed. Signal Process. Control., 2012
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012
Proceedings of the SC Conference on High Performance Computing Networking, 2012
Proceedings of the 39th ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages, 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
Stochastic Smoothing for Nonsmooth Minimizations: Accelerating SGD by Exploiting Structure.
Proceedings of the 29th International Conference on Machine Learning, 2012
Proceedings of the 2012 Conference on Intelligent Data Understanding, 2012
2011
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
Proceedings of the 11th IEEE International Conference on Data Mining, 2011
2010
Proceedings of the International Conference on Computational Science, 2010
Comput. Stat. Data Anal., 2010
Proceedings of the SIAM International Conference on Data Mining, 2010
Proceedings of the Practical Aspects of Declarative Languages, 2010
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010
Proceedings of the 10th IEEE International Conference on Computer and Information Technology, 2010
2009
Pattern Recognit., 2009
Ovarian cancer detection from metabolomic liquid chromatography/mass spectrometry data by support vector machines.
BMC Bioinform., 2009
Detecting Spammers with SNARE: Spatio-temporal Network-level Automatic Reputation Engine.
Proceedings of the 18th USENIX Security Symposium, 2009
Proceedings of the SIAM International Conference on Data Mining, 2009
Proceedings of the SIAM International Conference on Data Mining, 2009
Rank-Approximate Nearest Neighbor Search: Retaining Meaning and Speed in High Dimensions.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009
2008
Can great research be taught?: independent research with cross-disciplinary thinking and broader impact.
Proceedings of the 39th SIGCSE Technical Symposium on Computer Science Education, 2008
Proceedings of the SIAM International Conference on Data Mining, 2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Proceedings of the Machine Learning, 2008
2007
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, 2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
2006
J. Mach. Learn. Res., 2006
On-line anomaly detection of deployed software: a statistical machine learning approach.
Proceedings of the Third International Workshop on Software Quality Assurance, 2006
2005
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005
2004
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
2003
Proceedings of the Third SIAM International Conference on Data Mining, 2003
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003
Proceedings of the Ninth International Workshop on Artificial Intelligence and Statistics, 2003
2002
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002
2000
Proceedings of the Advances in Neural Information Processing Systems 13, 2000
1999
Proceedings of the Sixteenth National Conference on Artificial Intelligence and Eleventh Conference on Innovative Applications of Artificial Intelligence, 1999
1998
Proceedings of the Quantum Computing and Quantum Communications, 1998
1995
Proceedings of the Machine Learning, 1995