default search action
Melanie Mitchell
Person information
- affiliation: Santa Fe Institutem NM, USA
- affiliation: Portland State University, OR, USA
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [i23]Martha Lewis, Melanie Mitchell:
Using Counterfactual Tasks to Evaluate the Generality of Analogical Reasoning in Large Language Models. CoRR abs/2402.08955 (2024) - 2023
- [j21]Arsenii Moskvichev, Victor Vikram Odouard, Melanie Mitchell:
The ConceptARC Benchmark: Evaluating Understanding and Generalization in the ARC Domain. Trans. Mach. Learn. Res. 2023 (2023) - [i22]Arseny Moskvichev, Victor Vikram Odouard, Melanie Mitchell:
The ConceptARC Benchmark: Evaluating Understanding and Generalization in the ARC Domain. CoRR abs/2305.07141 (2023) - [i21]Melanie Mitchell, Alessandro B. Palmarini, Arseny Moskvichev:
Comparing Humans, GPT-4, and GPT-4V On Abstraction and Reasoning Tasks. CoRR abs/2311.09247 (2023) - [i20]Micah Goldblum, Anima Anandkumar, Richard G. Baraniuk, Tom Goldstein, Kyunghyun Cho, Zachary C. Lipton, Melanie Mitchell, Preetum Nakkiran, Max Welling, Andrew Gordon Wilson:
Perspectives on the State and Future of Deep Learning - 2023. CoRR abs/2312.09323 (2023) - 2022
- [c26]Victor Vikram Odouard, Melanie Mitchell:
Evaluating Understanding on Conceptual Abstraction Benchmarks. EBeM@IJCAI 2022 - [c25]Murray Shanahan, Melanie Mitchell:
Abstraction for Deep Reinforcement Learning. IJCAI 2022: 5588-5596 - [i19]Murray Shanahan, Melanie Mitchell:
Abstraction for Deep Reinforcement Learning. CoRR abs/2202.05839 (2022) - [i18]Victor Vikram Odouard, Melanie Mitchell:
Evaluating Understanding on Conceptual Abstraction Benchmarks. CoRR abs/2206.14187 (2022) - [i17]Tyler Millhouse, Melanie Moses, Melanie Mitchell:
Embodied, Situated, and Grounded Intelligence: Implications for AI. CoRR abs/2210.13589 (2022) - [i16]Melanie Mitchell, David C. Krakauer:
The Debate Over Understanding in AI's Large Language Models. CoRR abs/2210.13966 (2022) - [i15]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:
Gathering Strength, Gathering Storms: The One Hundred Year Study on Artificial Intelligence (AI100) 2021 Study Panel Report. CoRR abs/2210.15767 (2022) - 2021
- [c24]Jacob M. Springer, Melanie Mitchell, Garrett T. Kenyon:
A Little Robustness Goes a Long Way: Leveraging Robust Features for Targeted Transfer Attacks. NeurIPS 2021: 9759-9773 - [i14]Jacob M. Springer, Melanie Mitchell, Garrett T. Kenyon:
Adversarial Perturbations Are Not So Weird: Entanglement of Robust and Non-Robust Features in Neural Network Classifiers. CoRR abs/2102.05110 (2021) - [i13]Melanie Mitchell:
Abstraction and Analogy-Making in Artificial Intelligence. CoRR abs/2102.10717 (2021) - [i12]Melanie Mitchell:
Why AI is Harder Than We Think. CoRR abs/2104.12871 (2021) - [i11]Tyler Millhouse, Melanie Moses, Melanie Mitchell:
Foundations of Intelligence in Natural and Artificial Systems: A Workshop Report. CoRR abs/2105.02198 (2021) - [i10]Jacob M. Springer, Melanie Mitchell, Garrett T. Kenyon:
A Little Robustness Goes a Long Way: Leveraging Universal Features for Targeted Transfer Attacks. CoRR abs/2106.02105 (2021) - [i9]Tyler Millhouse, Melanie Moses, Melanie Mitchell:
Frontiers in Evolutionary Computation: A Workshop Report. CoRR abs/2110.10320 (2021) - [i8]Tyler Millhouse, Melanie Moses, Melanie Mitchell:
Frontiers in Collective Intelligence: A Workshop Report. CoRR abs/2112.06864 (2021) - 2020
- [j20]Melanie Mitchell:
On Crashing the Barrier of Meaning in Artificial Intelligence. AI Mag. 41(2): 86-92 (2020) - [c23]Melanie Mitchell:
Conceptual Abstraction and Analogy in Artificial Intelligence. ALIFE 2020: 7 - [i7]Odest Chadwicke Jenkins, Daniel Lopresti, Melanie Mitchell:
Next Wave Artificial Intelligence: Robust, Explainable, Adaptable, Ethical, and Accountable. CoRR abs/2012.06058 (2020)
2010 – 2019
- 2019
- [j19]Melanie Mitchell:
Artificial Intelligence Hits the Barrier of Meaning. Inf. 10(2): 51 (2019) - [i6]Erik Conser, Kennedy Hahn, Chandler M. Watson, Melanie Mitchell:
Revisiting Visual Grounding. CoRR abs/1904.02225 (2019) - 2018
- [j18]Joseph T. Lizier, Michael Harré, Melanie Mitchell, Simon DeDeo, Conor Finn, Kristian Lindgren, Amanda Lizier, Hiroki Sayama:
An Interview-Based Study of Pioneering Experiences in Teaching and Learning Complex Systems in Higher Education. Complex. 2018: 7306871:1-7306871:11 (2018) - [c22]Anthony D. Rhodes, Jordan Witte, Melanie Mitchell, Bruno Jedynak:
Gaussian Processes with Context-Supported Priors for Active Object Localization. IJCNN 2018: 1-10 - [c21]Max H. Quinn, Erik Conser, Jordan M. Witte, Melanie Mitchell:
Semantic Image Retrieval via Active Grounding of Visual Situations. ICSC 2018: 172-179 - 2017
- [c20]Melanie Mitchell:
Active Interpretation of Visual Situations. AAAI Spring Symposia 2017 - [c19]Anthony D. Rhodes, Max H. Quinn, Melanie Mitchell:
Fast on-line kernel density estimation for active object localization. IJCNN 2017: 454-462 - [c18]Anthony D. Rhodes, Jordan Witte, Bruno Jedynak, Melanie Mitchell:
Bayesian optimization for refining object proposals. IPTA 2017: 1-7 - [i5]Anthony D. Rhodes, Jordan Witte, Melanie Mitchell, Bruno Jedynak:
Bayesian Optimization for Refining Object Proposals. CoRR abs/1703.08653 (2017) - [i4]Sheng Y. Lundquist, Melanie Mitchell, Garrett T. Kenyon:
Sparse Coding on Stereo Video for Object Detection. CoRR abs/1705.07144 (2017) - [i3]Max H. Quinn, Erik Conser, Jordan M. Witte, Melanie Mitchell:
Semantic Image Retrieval via Active Grounding of Visual Situations. CoRR abs/1711.00088 (2017) - 2016
- [j17]Stephanie Forrest, Melanie Mitchell:
Adaptive computation: the multidisciplinary legacy of John H. Holland. Commun. ACM 59(8): 58-63 (2016) - [j16]Payel Ghosh, Melanie Mitchell, James A. Tanyi, Arthur Y. Hung:
Incorporating priors for medical image segmentation using a genetic algorithm. Neurocomputing 195: 181-194 (2016) - [i2]Max H. Quinn, Anthony D. Rhodes, Melanie Mitchell:
Active Object Localization in Visual Situations. CoRR abs/1607.00548 (2016) - [i1]Anthony D. Rhodes, Max H. Quinn, Melanie Mitchell:
Fast On-Line Kernel Density Estimation for Active Object Localization. CoRR abs/1611.05369 (2016) - 2013
- [c17]Will Landecker, Michael D. Thomure, Luís M. A. Bettencourt, Melanie Mitchell, Garrett T. Kenyon, Steven P. Brumby:
Interpreting individual classifications of hierarchical networks. CIDM 2013: 32-38 - [c16]Michael D. Thomure, Melanie Mitchell, Garrett T. Kenyon:
On the role of shape prototypes in hierarchical models of vision. IJCNN 2013: 1-6 - 2012
- [j15]Melanie Mitchell:
Biological Computation. Comput. J. 55(7): 852-855 (2012) - 2011
- [j14]Melanie Mitchell:
Ubiquity symposium: Biological Computation. Ubiquity 2011(February): 3 (2011) - 2010
- [j13]Payel Ghosh, Melanie Mitchell, Judith Gold:
LSGA: combining level-sets and genetic algorithms for segmentation. Evol. Intell. 3(1): 1-11 (2010) - [c15]Melanie Mitchell, James A. Tanyi, Arthur Y. Hung:
Automatic Segmentation of the Prostate Using a Genetic Algorithm for Prostate Cancer Treatment Planning. ICMLA 2010: 752-757
2000 – 2009
- 2009
- [b4]Melanie Mitchell:
Complexity - A Guided Tour. Oxford University Press 2009, ISBN 978-0-19-512441-5, pp. I-XVI, 1-349 - [r1]Martin Cenek, Melanie Mitchell:
Evolving Cellular Automata. Encyclopedia of Complexity and Systems Science 2009: 3233-3242 - 2008
- [c14]Payel Ghosh, Melanie Mitchell:
Prostate segmentation on pelvic CT images using a genetic algorithm. Image Processing 2008: 691442 - [c13]Manuel Marques-Pita, Melanie Mitchell, Luis M. Rocha:
The Role of Conceptual Structure in Designing Cellular Automata to Perform Collective Computation. UC 2008: 146-163 - 2007
- [c12]Ralf Juengling, Melanie Mitchell:
Combinatorial Shape Decomposition. ISVC (2) 2007: 183-192 - 2006
- [j12]Melanie Mitchell:
Complex systems: Network thinking. Artif. Intell. 170(18): 1194-1212 (2006) - [c11]Payel Ghosh, Melanie Mitchell:
Segmentation of medical images using a genetic algorithm. GECCO 2006: 1171-1178 - 2005
- [c10]Nathan Williams, Melanie Mitchell:
Investigating the success of spatial coevolution. GECCO 2005: 523-530 - [c9]Melanie Mitchell:
Self-awareness and control in decentralized systems. AAAI Spring Symposium: Metacognition in Computation 2005: 80-85 - [p1]Melanie Mitchell:
Computation in Cellular Automata: A Selected Review. Non-standard Computation 2005: 95-140 - [e1]Tino Gramß, Stefan Bornholdt, Michael Groß, Melanie Mitchell, Thomas Pellizzari:
Non-standard Computation - Molecular Computation, Cellular Automata, Evolutionary Algorithms, Quantum Computers. Wiley 2005, ISBN 978-3-527-29427-5 [contents] - 2002
- [j11]Ludo Pagie, Melanie Mitchell:
A Comparison of Evolutionary and Coevolutionary Search. Int. J. Comput. Intell. Appl. 2(1): 53-69 (2002) - [c8]Francisco Jiménez-Morales, Melanie Mitchell, James P. Crutchfield:
Evolving One Dimensional Cellular Automata to Perform Non-trivial Collective Behavior Task: One Case Study. International Conference on Computational Science (1) 2002: 793-802 - 2001
- [j10]Francisco Jiménez-Morales, James P. Crutchfield, Melanie Mitchell:
Evolving two-dimensional cellular automata to perform density classification: A report on work in progress. Parallel Comput. 27(5): 571-585 (2001) - 2000
- [j9]Justin Werfel, Melanie Mitchell, James P. Crutchfield:
Resource sharing and coevolution in evolving cellular automata. IEEE Trans. Evol. Comput. 4(4): 388-393 (2000)
1990 – 1999
- 1999
- [j8]Melanie Mitchell:
Can evolution explain how the mind works? A review of the evolutionary psychology debates. Complex. 4(3): 17-24 (1999) - [j7]Erik van Nimwegen, James P. Crutchfield, Melanie Mitchell:
Statistical Dynamics of the Royal Road Genetic Algorithm. Theor. Comput. Sci. 229(1): 41-102 (1999) - 1998
- [b3]Melanie Mitchell:
An introduction to genetic algorithms. MIT Press 1998, ISBN 978-0-262-63185-3, pp. I-VIII, 1-208 - [j6]Melanie Mitchell:
Handbook of Genetic Algorithms (L. D. Davis). Artif. Intell. 100(1-2): 325-330 (1998) - [c7]Wim Hordijk, James P. Crutchfield, Melanie Mitchell:
Mechanisms of Emergent Computation in Cellular Automata. PPSN 1998: 613-622 - 1996
- [j5]Melanie Mitchell:
Darwin's dangerous idea. Complex. 2(1): 32-36 (1996) - 1995
- [j4]Melanie Mitchell:
Genetic algorithms: An overview. Complex. 1(1): 31-39 (1995) - [c6]Rajarshi Das, James P. Crutchfield, Melanie Mitchell, James E. Hanson:
Evolving Globally Synchronized Cellular Automata. ICGA 1995: 336-343 - 1994
- [j3]Melanie Mitchell, Stephanie Forrest:
Genetic Algorithms and Artificial Life. Artif. Life 1(3): 267-289 (1994) - [c5]Rajarshi Das, Melanie Mitchell, James P. Crutchfield:
A Genetic Algorithm Discovers Particle-Based Computation in Cellular Automata. PPSN 1994: 344-353 - 1993
- [b2]Melanie Mitchell:
Analogy-making as perception - a computer model. Neural network modeling and connectionism, MIT Press 1993, ISBN 978-0-262-13289-3, pp. I-XII, 1-275 - [j2]Melanie Mitchell, Peter T. Hraber, James P. Crutchfield:
Revisiting the Edge of Chaos: Evolving Cellular Automata to Perform Computations. Complex Syst. 7(2) (1993) - [j1]Stephanie Forrest, Melanie Mitchell:
What Makes a Problem Hard for a Genetic Algorithm? Some Anomalous Results and Their Explanation. Mach. Learn. 13: 285-319 (1993) - [c4]Melanie Mitchell, John H. Holland:
When Will a Genetic Algorithm Outperform Hill Climbing? ICGA 1993: 647 - [c3]Melanie Mitchell, John H. Holland, Stephanie Forrest:
When will a Genetic Algorithm Outperform Hill Climbing. NIPS 1993: 51-58 - 1992
- [c2]Stephanie Forrest, Melanie Mitchell:
Relative Building-Block Fitness and the Building Block Hypothesis. FOGA 1992: 109-126 - 1991
- [c1]Stephanie Forrest, Melanie Mitchell:
The Performance of Genetic Algorithms on Walsh Polynomials: Some Anomalous Results and Their Explanation. ICGA 1991: 182-189 - 1990
- [b1]Melanie Mitchell:
Copycat: A computer model of high-level perception and conceptual slippage in analogy making. University of Michigan, USA, 1990
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from , , and to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-11-28 20:28 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint