Melanie Mitchell
Orcid: 0000-0001-8881-3505Affiliations:
- Santa Fe Institutem NM, USA
- Portland State University, OR, USA
According to our database1,
Melanie Mitchell
authored at least 70 papers
between 1990 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
-
on id.loc.gov
On csauthors.net:
Bibliography
2024
Using Counterfactual Tasks to Evaluate the Generality of Analogical Reasoning in Large Language Models.
CoRR, 2024
2023
The ConceptARC Benchmark: Evaluating Understanding and Generalization in the ARC Domain.
CoRR, 2023
2022
Gathering Strength, Gathering Storms: The One Hundred Year Study on Artificial Intelligence (AI100) 2021 Study Panel Report.
CoRR, 2022
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Proceedings of the Workshop on AI Evaluation Beyond Metrics co-located with the 31st International Joint Conference on Artificial Intelligence (IJCAI-ECAI 2022), 2022
2021
A Little Robustness Goes a Long Way: Leveraging Universal Features for Targeted Transfer Attacks.
CoRR, 2021
CoRR, 2021
Adversarial Perturbations Are Not So Weird: Entanglement of Robust and Non-Robust Features in Neural Network Classifiers.
CoRR, 2021
A Little Robustness Goes a Long Way: Leveraging Robust Features for Targeted Transfer Attacks.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
2020
Next Wave Artificial Intelligence: Robust, Explainable, Adaptable, Ethical, and Accountable.
CoRR, 2020
Proceedings of the 2020 Conference on Artificial Life, 2020
2019
2018
An Interview-Based Study of Pioneering Experiences in Teaching and Learning Complex Systems in Higher Education.
Complex., 2018
Proceedings of the 12th IEEE International Conference on Semantic Computing, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
2017
Proceedings of the Seventh International Conference on Image Processing Theory, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 AAAI Spring Symposia, 2017
2016
Neurocomputing, 2016
Commun. ACM, 2016
2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2013
2012
2011
2010
Evol. Intell., 2010
Automatic Segmentation of the Prostate Using a Genetic Algorithm for Prostate Cancer Treatment Planning.
Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010
2009
Proceedings of the Encyclopedia of Complexity and Systems Science, 2009
2008
The Role of Conceptual Structure in Designing Cellular Automata to Perform Collective Computation.
Proceedings of the Unconventional Computing, 7th International Conference, 2008
Proceedings of the Medical Imaging 2008: Image Processing, 2008
2007
Proceedings of the Advances in Visual Computing, Third International Symposium, 2007
2006
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
2005
Self-awareness and control in decentralized systems.
Proceedings of the 2005 AAAI Spring Symposium on Metacognition in Computation, 2005
Proceedings of the Genetic and Evolutionary Computation Conference, 2005
Proceedings of the Non-standard Computation, 2005
2002
Int. J. Comput. Intell. Appl., 2002
Evolving One Dimensional Cellular Automata to Perform Non-trivial Collective Behavior Task: One Case Study.
Proceedings of the Computational Science - ICCS 2002, 2002
2001
Evolving two-dimensional cellular automata to perform density classification: A report on work in progress.
Parallel Comput., 2001
2000
IEEE Trans. Evol. Comput., 2000
1999
Can evolution explain how the mind works? A review of the evolutionary psychology debates.
Complex., 1999
1998
Proceedings of the Parallel Problem Solving from Nature, 1998
An introduction to genetic algorithms.
MIT Press, ISBN: 978-0-262-63185-3, 1998
1996
1995
Evolving Globally Synchronized Cellular Automata.
Proceedings of the 6th International Conference on Genetic Algorithms, 1995
1994
Proceedings of the Parallel Problem Solving from Nature, 1994
1993
What Makes a Problem Hard for a Genetic Algorithm? Some Anomalous Results and Their Explanation.
Mach. Learn., 1993
Complex Syst., 1993
Proceedings of the Advances in Neural Information Processing Systems 6, 1993
When Will a Genetic Algorithm Outperform Hill Climbing?
Proceedings of the 5th International Conference on Genetic Algorithms, 1993
Analogy-making as perception - a computer model.
Neural network modeling and connectionism, MIT Press, ISBN: 978-0-262-13289-3, 1993
1992
Proceedings of the Second Workshop on Foundations of Genetic Algorithms. Vail, 1992
1991
The Performance of Genetic Algorithms on Walsh Polynomials: Some Anomalous Results and Their Explanation.
Proceedings of the 4th International Conference on Genetic Algorithms, 1991
1990
Copycat: A computer model of high-level perception and conceptual slippage in analogy making.
PhD thesis, 1990