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Melanie Mitchell
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- affiliation: Santa Fe Institutem NM, USA
- affiliation: Portland State University, OR, USA
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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
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
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
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. Medical Imaging: Image Processing 2008: 691442 - [c13]Manuel Marques-Pita
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
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
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
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
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last updated on 2024-11-15 19:29 CET by the dblp team
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