Melanie Mitchell

85 papers A* 2A 5B 5C 4Misc 1Journal 50Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Do AI Models Perform Human-like Abstract Reasoning Across Modalities? CoRR Claas Beger, Ryan Yi, Shuhao Fu, Arseny Moskvichev, Sarah W. Tsai, Sivasankaran Rajamanickam, Melanie Mitchell
2025	J	`jnl`	Evaluating the Robustness of Analogical Reasoning in Large Language Models. Trans. Mach. Learn. Res. Martha Lewis, Melanie Mitchell
2025	J	`jnl`	Large Language Models and Emergence: A Complex Systems Perspective. CoRR David C. Krakauer, John W. Krakauer, Melanie Mitchell
2024	—	`conf`	AI's Challenge to Understanding the World. Robophilosophy Melanie Mitchell
2024	J	`jnl`	Can Large Language Models generalize analogy solving like people can? CoRR Claire E. Stevenson, Alexandra Pafford, Han L. J. van der Maas, Melanie Mitchell
2024	J	`jnl`	Evaluating the Robustness of Analogical Reasoning in Large Language Models. CoRR Martha Lewis, Melanie Mitchell
2024	J	`jnl`	Imagining and building wise machines: The centrality of AI metacognition. CoRR Samuel G. B. Johnson, Amir-Hossein Karimi, Yoshua Bengio, Nick Chater, Tobias Gerstenberg, Kate Larson, Sydney Levine, Melanie Mitchell, Iyad Rahwan, Bernhard Schölkopf, Igor Grossmann
2024	B	`conf`	Using Counterfactual Tasks to Evaluate the Generality of Analogical Reasoning in Large Language Models. CogSci Martha Lewis, Melanie Mitchell
2024	J	`jnl`	Using Counterfactual Tasks to Evaluate the Generality of Analogical Reasoning in Large Language Models. CoRR Martha Lewis, Melanie Mitchell
2023	J	`jnl`	Comparing Humans, GPT-4, and GPT-4V On Abstraction and Reasoning Tasks. CoRR Melanie Mitchell, Alessandro B. Palmarini, Arseny Moskvichev
2023	J	`jnl`	Perspectives on the State and Future of Deep Learning - 2023. CoRR Micah Goldblum, Anima Anandkumar, Richard G. Baraniuk, Tom Goldstein, Kyunghyun Cho, Zachary C. Lipton, Melanie Mitchell, Preetum Nakkiran, Max Welling, Andrew Gordon Wilson
2023	J	`jnl`	The ConceptARC Benchmark: Evaluating Understanding and Generalization in the ARC Domain. CoRR Arseny Moskvichev, Victor Vikram Odouard, Melanie Mitchell
2023	J	`jnl`	The ConceptARC Benchmark: Evaluating Understanding and Generalization in the ARC Domain. Trans. Mach. Learn. Res. Arsenii Moskvichev, Victor Vikram Odouard, Melanie Mitchell
2022	A*	`conf`	Abstraction for Deep Reinforcement Learning. IJCAI Murray Shanahan, Melanie Mitchell
2022	J	`jnl`	Abstraction for Deep Reinforcement Learning. CoRR Murray Shanahan, Melanie Mitchell
2022	J	`jnl`	Embodied, Situated, and Grounded Intelligence: Implications for AI. CoRR Tyler Millhouse, Melanie Moses, Melanie Mitchell
2022	—	`conf`	Evaluating Understanding on Conceptual Abstraction Benchmarks. EBeM@IJCAI Victor Vikram Odouard, Melanie Mitchell
2022	J	`jnl`	Evaluating Understanding on Conceptual Abstraction Benchmarks. CoRR Victor Vikram Odouard, Melanie Mitchell
2022	J	`jnl`	Gathering Strength, Gathering Storms: The One Hundred Year Study on Artificial Intelligence (AI100) 2021 Study Panel Report. CoRR 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
2022	J	`jnl`	The Debate Over Understanding in AI's Large Language Models. CoRR Melanie Mitchell, David C. Krakauer
2021	A*	`conf`	A Little Robustness Goes a Long Way: Leveraging Robust Features for Targeted Transfer Attacks. NeurIPS Jacob M. Springer, Melanie Mitchell, Garrett T. Kenyon
2021	J	`jnl`	A Little Robustness Goes a Long Way: Leveraging Universal Features for Targeted Transfer Attacks. CoRR Jacob M. Springer, Melanie Mitchell, Garrett T. Kenyon
2021	J	`jnl`	Abstraction and Analogy-Making in Artificial Intelligence. CoRR Melanie Mitchell
2021	J	`jnl`	Adversarial Perturbations Are Not So Weird: Entanglement of Robust and Non-Robust Features in Neural Network Classifiers. CoRR Jacob M. Springer, Melanie Mitchell, Garrett T. Kenyon
2021	J	`jnl`	Foundations of Intelligence in Natural and Artificial Systems: A Workshop Report. CoRR Tyler Millhouse, Melanie Moses, Melanie Mitchell
2021	J	`jnl`	Frontiers in Collective Intelligence: A Workshop Report. CoRR Tyler Millhouse, Melanie Moses, Melanie Mitchell
2021	J	`jnl`	Frontiers in Evolutionary Computation: A Workshop Report. CoRR Tyler Millhouse, Melanie Moses, Melanie Mitchell
2021	J	`jnl`	Why AI is Harder Than We Think. CoRR Melanie Mitchell
2020	C	`conf`	Conceptual Abstraction and Analogy in Artificial Intelligence. ALIFE Melanie Mitchell
2020	J	`jnl`	Next Wave Artificial Intelligence: Robust, Explainable, Adaptable, Ethical, and Accountable. CoRR Odest Chadwicke Jenkins, Daniel Lopresti, Melanie Mitchell
2020	J	`jnl`	On Crashing the Barrier of Meaning in Artificial Intelligence. AI Mag. Melanie Mitchell
2019	J	`jnl`	Artificial Intelligence Hits the Barrier of Meaning. Inf. Melanie Mitchell
2019	J	`jnl`	Revisiting Visual Grounding. CoRR Erik Conser, Kennedy Hahn, Chandler M. Watson, Melanie Mitchell
2018	J	`jnl`	An Interview-Based Study of Pioneering Experiences in Teaching and Learning Complex Systems in Higher Education. Complex. Joseph T. Lizier, Michael Harré, Melanie Mitchell, Simon DeDeo, Conor Finn, Kristian Lindgren, Amanda Lizier, Hiroki Sayama
2018	B	`conf`	Gaussian Processes with Context-Supported Priors for Active Object Localization. IJCNN Anthony D. Rhodes, Jordan Witte, Melanie Mitchell, Bruno Jedynak
2018	—	`conf`	Semantic Image Retrieval via Active Grounding of Visual Situations. ICSC Max H. Quinn, Erik Conser, Jordan M. Witte, Melanie Mitchell
2017	—	`conf`	Active Interpretation of Visual Situations. AAAI Spring Symposia Melanie Mitchell
2017	J	`jnl`	Bayesian Optimization for Refining Object Proposals. CoRR Anthony D. Rhodes, Jordan Witte, Melanie Mitchell, Bruno Jedynak
2017	—	`conf`	Bayesian optimization for refining object proposals. IPTA Anthony D. Rhodes, Jordan Witte, Bruno Jedynak, Melanie Mitchell
2017	B	`conf`	Fast on-line kernel density estimation for active object localization. IJCNN Anthony D. Rhodes, Max H. Quinn, Melanie Mitchell
2017	J	`jnl`	Semantic Image Retrieval via Active Grounding of Visual Situations. CoRR Max H. Quinn, Erik Conser, Jordan M. Witte, Melanie Mitchell
2017	J	`jnl`	Sparse Coding on Stereo Video for Object Detection. CoRR Sheng Y. Lundquist, Melanie Mitchell, Garrett T. Kenyon
2016	J	`jnl`	Active Object Localization in Visual Situations. CoRR Max H. Quinn, Anthony D. Rhodes, Melanie Mitchell
2016	J	`jnl`	Adaptive computation: the multidisciplinary legacy of John H. Holland. Commun. ACM Stephanie Forrest, Melanie Mitchell
2016	J	`jnl`	Fast On-Line Kernel Density Estimation for Active Object Localization. CoRR Anthony D. Rhodes, Max H. Quinn, Melanie Mitchell
2016	J	`jnl`	Incorporating priors for medical image segmentation using a genetic algorithm. Neurocomputing Payel Ghosh, Melanie Mitchell, James A. Tanyi, Arthur Y. Hung
2013	C	`conf`	Interpreting individual classifications of hierarchical networks. CIDM Will Landecker, Michael D. Thomure, Luís M. A. Bettencourt, Melanie Mitchell, Garrett T. Kenyon, Steven P. Brumby
2013	B	`conf`	On the role of shape prototypes in hierarchical models of vision. IJCNN Michael D. Thomure, Melanie Mitchell, Garrett T. Kenyon
2012	J	`jnl`	Biological Computation. Comput. J. Melanie Mitchell
2011	J	`jnl`	Ubiquity symposium: Biological Computation. Ubiquity Melanie Mitchell
2010	C	`conf`	Automatic Segmentation of the Prostate Using a Genetic Algorithm for Prostate Cancer Treatment Planning. ICMLA Melanie Mitchell, James A. Tanyi, Arthur Y. Hung
2010	J	`jnl`	LSGA: combining level-sets and genetic algorithms for segmentation. Evol. Intell. Payel Ghosh, Melanie Mitchell, Judith Gold
2009	—	`book`	Complexity - A Guided Tour. Melanie Mitchell
2009	—	`ch.`	Evolving Cellular Automata. Encyclopedia of Complexity and Systems Science Martin Cenek, Melanie Mitchell
2008	B	`conf`	Prostate segmentation on pelvic CT images using a genetic algorithm. Image Processing Payel Ghosh, Melanie Mitchell
2008	C	`conf`	The Role of Conceptual Structure in Designing Cellular Automata to Perform Collective Computation. UC Manuel Marques-Pita, Melanie Mitchell, Luis M. Rocha
2007	—	`conf`	Combinatorial Shape Decomposition. ISVC (2) Ralf Juengling, Melanie Mitchell
2006	J	`jnl`	Complex systems: Network thinking. Artif. Intell. Melanie Mitchell
2006	A	`conf`	Segmentation of medical images using a genetic algorithm. GECCO Payel Ghosh, Melanie Mitchell
2005	—	`ch.`	Computation in Cellular Automata: A Selected Review. Non-standard Computation Melanie Mitchell
2005	A	`conf`	Investigating the success of spatial coevolution. GECCO Nathan Williams, Melanie Mitchell
2005	—	`book`	Non-standard Computation - Molecular Computation, Cellular Automata, Evolutionary Algorithms, Quantum Computers. Non-standard Computation Tino Gramß, Stefan Bornholdt, Michael Groß, Melanie Mitchell, Thomas Pellizzari
2005	—	`conf`	Self-awareness and control in decentralized systems. AAAI Spring Symposium: Metacognition in Computation Melanie Mitchell
2002	J	`jnl`	A Comparison of Evolutionary and Coevolutionary Search. Int. J. Comput. Intell. Appl. Ludo Pagie, Melanie Mitchell
2002	Misc	`conf`	Evolving One Dimensional Cellular Automata to Perform Non-trivial Collective Behavior Task: One Case Study. International Conference on Computational Science (1) Francisco Jiménez-Morales, Melanie Mitchell, James P. Crutchfield
2001	J	`jnl`	Evolving two-dimensional cellular automata to perform density classification: A report on work in progress. Parallel Comput. Francisco Jiménez-Morales, James P. Crutchfield, Melanie Mitchell
2000	J	`jnl`	Resource sharing and coevolution in evolving cellular automata. IEEE Trans. Evol. Comput. Justin Werfel, Melanie Mitchell, James P. Crutchfield
1999	J	`jnl`	Can evolution explain how the mind works? A review of the evolutionary psychology debates. Complex. Melanie Mitchell
1999	J	`jnl`	Statistical Dynamics of the Royal Road Genetic Algorithm. Theor. Comput. Sci. Erik van Nimwegen, James P. Crutchfield, Melanie Mitchell
1998	—	`book`	An introduction to genetic algorithms. Melanie Mitchell
1998	J	`jnl`	Handbook of Genetic Algorithms (L. D. Davis). Artif. Intell. Melanie Mitchell
1998	A	`conf`	Mechanisms of Emergent Computation in Cellular Automata. PPSN Wim Hordijk, James P. Crutchfield, Melanie Mitchell
1996	J	`jnl`	Darwin's dangerous idea. Complex. Melanie Mitchell
1995	—	`conf`	Evolving Globally Synchronized Cellular Automata. ICGA Rajarshi Das, James P. Crutchfield, Melanie Mitchell, James E. Hanson
1995	J	`jnl`	Genetic algorithms: An overview. Complex. Melanie Mitchell
1994	A	`conf`	A Genetic Algorithm Discovers Particle-Based Computation in Cellular Automata. PPSN Rajarshi Das, Melanie Mitchell, James P. Crutchfield
1994	J	`jnl`	Genetic Algorithms and Artificial Life. Artif. Life Melanie Mitchell, Stephanie Forrest
1993	—	`book`	Analogy-making as perception - a computer model. Melanie Mitchell
1993	J	`jnl`	Revisiting the Edge of Chaos: Evolving Cellular Automata to Perform Computations. Complex Syst. Melanie Mitchell, Peter T. Hraber, James P. Crutchfield
1993	J	`jnl`	What Makes a Problem Hard for a Genetic Algorithm? Some Anomalous Results and Their Explanation. Mach. Learn. Stephanie Forrest, Melanie Mitchell
1993	—	`conf`	When Will a Genetic Algorithm Outperform Hill Climbing? ICGA Melanie Mitchell, John H. Holland
1993	—	`conf`	When will a Genetic Algorithm Outperform Hill Climbing. NIPS Melanie Mitchell, John H. Holland, Stephanie Forrest
1992	A	`conf`	Relative Building-Block Fitness and the Building Block Hypothesis. FOGA Stephanie Forrest, Melanie Mitchell
1991	—	`conf`	The Performance of Genetic Algorithms on Walsh Polynomials: Some Anomalous Results and Their Explanation. ICGA Stephanie Forrest, Melanie Mitchell
1990	—	`—`	Copycat: A computer model of high-level perception and conceptual slippage in analogy making. Melanie Mitchell