Melanie Mitchell

According to our database, Melanie Mitchell authored at least 70 papers between 1990 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

Using Counterfactual Tasks to Evaluate the Generality of Analogical Reasoning in Large Language Models.

Martha Lewis, Melanie Mitchell

CoRR, 2024

2023

The ConceptARC Benchmark: Evaluating Understanding and Generalization in the ARC Domain.

Arsenii Moskvichev, Victor Vikram Odouard, Melanie Mitchell

Trans. Mach. Learn. Res., 2023

Perspectives on the State and Future of Deep Learning - 2023.

Micah Goldblum, Anima Anandkumar, Richard G. Baraniuk, Tom Goldstein, Kyunghyun Cho, Zachary C. Lipton, Melanie Mitchell, Preetum Nakkiran, Max Welling, Andrew Gordon Wilson

CoRR, 2023

Comparing Humans, GPT-4, and GPT-4V On Abstraction and Reasoning Tasks.

Melanie Mitchell, Alessandro B. Palmarini, Arseny Moskvichev

CoRR, 2023

2022

Gathering Strength, Gathering Storms: The One Hundred Year Study on Artificial Intelligence (AI100) 2021 Study Panel Report.

Michael L. Littman, Ifeoma Ajunwa, Guy Berger, Craig Boutilier, Morgan Currie, Finale Doshi-Velez, Gillian K. Hadfield, Michael C. Horowitz, Charles Isbell, Hiroaki Kitano, Karen Levy, Terah Lyons, Melanie Mitchell, Julie Shah, Steven A. Sloman, Shannon Vallor, Toby Walsh

CoRR, 2022

The Debate Over Understanding in AI's Large Language Models.

Melanie Mitchell, David C. Krakauer

CoRR, 2022

Embodied, Situated, and Grounded Intelligence: Implications for AI.

Tyler Millhouse, Melanie Moses, Melanie Mitchell

CoRR, 2022

Abstraction for Deep Reinforcement Learning.

Murray Shanahan, Melanie Mitchell

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Evaluating Understanding on Conceptual Abstraction Benchmarks.

Victor Vikram Odouard, Melanie Mitchell

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

Frontiers in Collective Intelligence: A Workshop Report.

Tyler Millhouse, Melanie Moses, Melanie Mitchell

CoRR, 2021

Frontiers in Evolutionary Computation: A Workshop Report.

Tyler Millhouse, Melanie Moses, Melanie Mitchell

CoRR, 2021

A Little Robustness Goes a Long Way: Leveraging Universal Features for Targeted Transfer Attacks.

Jacob M. Springer, Melanie Mitchell, Garrett T. Kenyon

CoRR, 2021

Foundations of Intelligence in Natural and Artificial Systems: A Workshop Report.

Tyler Millhouse, Melanie Moses, Melanie Mitchell

CoRR, 2021

Why AI is Harder Than We Think.

Melanie Mitchell

CoRR, 2021

Abstraction and Analogy-Making in Artificial Intelligence.

Melanie Mitchell

CoRR, 2021

Adversarial Perturbations Are Not So Weird: Entanglement of Robust and Non-Robust Features in Neural Network Classifiers.

Jacob M. Springer, Melanie Mitchell, Garrett T. Kenyon

CoRR, 2021

A Little Robustness Goes a Long Way: Leveraging Robust Features for Targeted Transfer Attacks.

Jacob M. Springer, Melanie Mitchell, Garrett T. Kenyon

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.

Odest Chadwicke Jenkins, Daniel Lopresti, Melanie Mitchell

CoRR, 2020

On Crashing the Barrier of Meaning in Artificial Intelligence.

Melanie Mitchell

AI Mag., 2020

Conceptual Abstraction and Analogy in Artificial Intelligence.

Melanie Mitchell

Proceedings of the 2020 Conference on Artificial Life, 2020

2019

Artificial Intelligence Hits the Barrier of Meaning.

Melanie Mitchell

Inf., 2019

Revisiting Visual Grounding.

Erik Conser, Kennedy Hahn, Chandler M. Watson, Melanie Mitchell

CoRR, 2019

2018

An Interview-Based Study of Pioneering Experiences in Teaching and Learning Complex Systems in Higher Education.

Joseph T. Lizier, Michael Harré, Melanie Mitchell, Simon DeDeo, Conor Finn, Kristian Lindgren, Amanda Lizier, Hiroki Sayama

Complex., 2018

Semantic Image Retrieval via Active Grounding of Visual Situations.

Max H. Quinn, Erik Conser, Jordan M. Witte, Melanie Mitchell

Proceedings of the 12th IEEE International Conference on Semantic Computing, 2018

Gaussian Processes with Context-Supported Priors for Active Object Localization.

Anthony D. Rhodes, Jordan Witte, Melanie Mitchell, Bruno Jedynak

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017

Sparse Coding on Stereo Video for Object Detection.

Sheng Y. Lundquist, Melanie Mitchell, Garrett T. Kenyon

CoRR, 2017

Bayesian optimization for refining object proposals.

Anthony D. Rhodes, Jordan Witte, Bruno Jedynak, Melanie Mitchell

Proceedings of the Seventh International Conference on Image Processing Theory, 2017

Fast on-line kernel density estimation for active object localization.

Anthony D. Rhodes, Max H. Quinn, Melanie Mitchell

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Active Interpretation of Visual Situations.

Melanie Mitchell

Proceedings of the 2017 AAAI Spring Symposia, 2017

2016

Incorporating priors for medical image segmentation using a genetic algorithm.

Payel Ghosh, Melanie Mitchell, James A. Tanyi, Arthur Y. Hung

Neurocomputing, 2016

Active Object Localization in Visual Situations.

Max H. Quinn, Anthony D. Rhodes, Melanie Mitchell

CoRR, 2016

Adaptive computation: the multidisciplinary legacy of John H. Holland.

Stephanie Forrest, Melanie Mitchell

Commun. ACM, 2016

2013

On the role of shape prototypes in hierarchical models of vision.

Michael D. Thomure, Melanie Mitchell, Garrett T. Kenyon

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Interpreting individual classifications of hierarchical networks.

Will Landecker, Michael D. Thomure, Luís M. A. Bettencourt, Melanie Mitchell, Garrett T. Kenyon, Steven P. Brumby

Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2013

2012

Biological Computation.

Melanie Mitchell

Comput. J., 2012

2011

Ubiquity symposium: Biological Computation.

Melanie Mitchell

Ubiquity, 2011

2010

LSGA: combining level-sets and genetic algorithms for segmentation.

Payel Ghosh, Melanie Mitchell, Judith Gold

Evol. Intell., 2010

Automatic Segmentation of the Prostate Using a Genetic Algorithm for Prostate Cancer Treatment Planning.

Melanie Mitchell, James A. Tanyi, Arthur Y. Hung

Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010

2009

Evolving Cellular Automata.

Martin Cenek, Melanie Mitchell

Proceedings of the Encyclopedia of Complexity and Systems Science, 2009

Complexity - A Guided Tour.

Melanie Mitchell

Oxford University Press, ISBN: 978-0-19-512441-5, 2009

2008

The Role of Conceptual Structure in Designing Cellular Automata to Perform Collective Computation.

Manuel Marques-Pita, Melanie Mitchell, Luis M. Rocha

Proceedings of the Unconventional Computing, 7th International Conference, 2008

Prostate segmentation on pelvic CT images using a genetic algorithm.

Payel Ghosh, Melanie Mitchell

Proceedings of the Medical Imaging 2008: Image Processing, 2008

2007

Combinatorial Shape Decomposition.

Ralf Juengling, Melanie Mitchell

Proceedings of the Advances in Visual Computing, Third International Symposium, 2007

2006

Complex systems: Network thinking.

Melanie Mitchell

Artif. Intell., 2006

Segmentation of medical images using a genetic algorithm.

Payel Ghosh, Melanie Mitchell

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

2005

Self-awareness and control in decentralized systems.

Melanie Mitchell

Proceedings of the 2005 AAAI Spring Symposium on Metacognition in Computation, 2005

Investigating the success of spatial coevolution.

Nathan Williams, Melanie Mitchell

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Computation in Cellular Automata: A Selected Review.

Melanie Mitchell

Proceedings of the Non-standard Computation, 2005

2002

A Comparison of Evolutionary and Coevolutionary Search.

Ludo Pagie, Melanie Mitchell

Int. J. Comput. Intell. Appl., 2002

Evolving One Dimensional Cellular Automata to Perform Non-trivial Collective Behavior Task: One Case Study.

Francisco Jiménez-Morales, Melanie Mitchell, James P. Crutchfield

Proceedings of the Computational Science - ICCS 2002, 2002

2001

Evolving two-dimensional cellular automata to perform density classification: A report on work in progress.

Francisco Jiménez-Morales, James P. Crutchfield, Melanie Mitchell

Parallel Comput., 2001

2000

Resource sharing and coevolution in evolving cellular automata.

Justin Werfel, Melanie Mitchell, James P. Crutchfield

IEEE Trans. Evol. Comput., 2000

1999

Statistical Dynamics of the Royal Road Genetic Algorithm.

Erik van Nimwegen, James P. Crutchfield, Melanie Mitchell

Theor. Comput. Sci., 1999

Can evolution explain how the mind works? A review of the evolutionary psychology debates.

Melanie Mitchell

Complex., 1999

1998

Handbook of Genetic Algorithms (L. D. Davis).

Melanie Mitchell

Artif. Intell., 1998

Mechanisms of Emergent Computation in Cellular Automata.

Wim Hordijk, James P. Crutchfield, Melanie Mitchell

Proceedings of the Parallel Problem Solving from Nature, 1998

An introduction to genetic algorithms.

Melanie Mitchell

MIT Press, ISBN: 978-0-262-63185-3, 1998

1996

Darwin's dangerous idea.

Melanie Mitchell

Complex., 1996

1995

Genetic algorithms: An overview.

Melanie Mitchell

Complex., 1995

Evolving Globally Synchronized Cellular Automata.

Rajarshi Das, James P. Crutchfield, Melanie Mitchell, James E. Hanson

Proceedings of the 6th International Conference on Genetic Algorithms, 1995

1994

Genetic Algorithms and Artificial Life.

Melanie Mitchell, Stephanie Forrest

Artif. Life, 1994

A Genetic Algorithm Discovers Particle-Based Computation in Cellular Automata.

Rajarshi Das, Melanie Mitchell, James P. Crutchfield

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.

Stephanie Forrest, Melanie Mitchell

Mach. Learn., 1993

Revisiting the Edge of Chaos: Evolving Cellular Automata to Perform Computations.

Melanie Mitchell, Peter T. Hraber, James P. Crutchfield

Complex Syst., 1993

When will a Genetic Algorithm Outperform Hill Climbing.

Melanie Mitchell, John H. Holland, Stephanie Forrest

Proceedings of the Advances in Neural Information Processing Systems 6, 1993

When Will a Genetic Algorithm Outperform Hill Climbing?

Melanie Mitchell, John H. Holland

Proceedings of the 5th International Conference on Genetic Algorithms, 1993

Analogy-making as perception - a computer model.

Melanie Mitchell

Neural network modeling and connectionism, MIT Press, ISBN: 978-0-262-13289-3, 1993

1992

Relative Building-Block Fitness and the Building Block Hypothesis.

Stephanie Forrest, Melanie Mitchell

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.

Stephanie Forrest, Melanie Mitchell

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.

Melanie Mitchell

PhD thesis, 1990