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Publications of Finale Doshi-Velez Finale Doshi ( http://dblp.L3S.de/Authors/Finale_Doshi-Velez )

Publication years (Num. hits)
2007-2010 (15) 2011-2014 (16) 2015-2016 (18) 2017 (20) 2018 (24) 2019 (21)
Publication types (Num. hits)
article(57) inproceedings(52) phdthesis(1) proceedings(4)
Venues (Conferences, Journals, ...)
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Found 115 publication records. Showing 114 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Muhammad A. Masood, Finale Doshi-Velez A Particle-Based Variational Approach to Bayesian Non-negative Matrix Factorization. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2019 DBLP  BibTeX  RDF
1Ofra Amir, Finale Doshi-Velez, David Sarne Summarizing agent strategies. Search on Bibsonomy Autonomous Agents and Multi-Agent Systems The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Jiayu Yao, Weiwei Pan, Soumya Ghosh, Finale Doshi-Velez Quality of Uncertainty Quantification for Bayesian Neural Network Inference. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Mike Wu, Sonali Parbhoo, Michael C. Hughes, Ryan Kindle, Leo A. Celi, Maurizio Zazzi, Volker Roth 0001, Finale Doshi-Velez Regional Tree Regularization for Interpretability in Black Box Models. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Xuefeng Peng, Yi Ding, David Wihl, Omer Gottesman, Matthieu Komorowski, Li-Wei H. Lehman, Andrew Slavin Ross, Aldo Faisal, Finale Doshi-Velez Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement Learning. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Muhammad A. Masood, Finale Doshi-Velez Diversity-Inducing Policy Gradient: Using Maximum Mean Discrepancy to Find a Set of Diverse Policies. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Niranjani Prasad, Barbara E. Engelhardt, Finale Doshi-Velez Defining Admissible Rewards for High Confidence Policy Evaluation. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Donghun Lee, Srivatsan Srinivasan, Finale Doshi-Velez Truly Batch Apprenticeship Learning with Deep Successor Features. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Mike Wu, Sonali Parbhoo, Michael C. Hughes, Volker Roth 0001, Finale Doshi-Velez Optimizing for Interpretability in Deep Neural Networks with Tree Regularization. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Wanqian Yang, Lars Lorch, Moritz A. Graule, Srivatsan Srinivasan, Anirudh Suresh, Jiayu Yao, Melanie F. Pradier, Finale Doshi-Velez Output-Constrained Bayesian Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Omer Gottesman, Yao Liu, Scott Sussex, Emma Brunskill, Finale Doshi-Velez Combining Parametric and Nonparametric Models for Off-Policy Evaluation. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Isaac Lage, Daphna Lifschitz, Finale Doshi-Velez, Ofra Amir Exploring Computational User Models for Agent Policy Summarization. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Omer Gottesman, Weiwei Pan, Finale Doshi-Velez A general method for regularizing tensor decomposition methods via pseudo-data. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Isaac Lage, Emily Chen, Jeffrey He, Menaka Narayanan, Been Kim, Sam Gershman, Finale Doshi-Velez An Evaluation of the Human-Interpretability of Explanation. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Angela Fan, Finale Doshi-Velez, Luke Miratrix Assessing topic model relevance: Evaluation and informative priors. Search on Bibsonomy Statistical Analysis and Data Mining The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Omer Gottesman, Yao Liu, Scott Sussex, Emma Brunskill, Finale Doshi-Velez Combining parametric and nonparametric models for off-policy evaluation. Search on Bibsonomy ICML The full citation details ... 2019 DBLP  BibTeX  RDF
1Muhammad A. Masood, Finale Doshi-Velez Diversity-Inducing Policy Gradient: Using Maximum Mean Discrepancy to Find a Set of Diverse Policies. Search on Bibsonomy IJCAI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Donghun Lee, Srivatsan Srinivasan, Finale Doshi-Velez Truly Batch Apprenticeship Learning with Deep Successor Features. Search on Bibsonomy IJCAI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Isaac Lage, Daphna Lifschitz, Finale Doshi-Velez, Ofra Amir Exploring Computational User Models for Agent Policy Summarization. Search on Bibsonomy IJCAI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Isaac Lage, Daphna Lifschitz, Finale Doshi-Velez, Ofra Amir Toward Robust Policy Summarization. Search on Bibsonomy AAMAS The full citation details ... 2019 DBLP  BibTeX  RDF
1Lifeng Jin, Finale Doshi-Velez, Timothy A. Miller, Lane Schwartz, William Schuler Unsupervised Learning of PCFGs with Normalizing Flow. Search on Bibsonomy ACL (1) The full citation details ... 2019 DBLP  BibTeX  RDF
1Lifeng Jin, Finale Doshi-Velez, Timothy A. Miller, William Schuler, Lane Schwartz Unsupervised Grammar Induction with Depth-bounded PCFG. Search on Bibsonomy TACL The full citation details ... 2018 DBLP  BibTeX  RDF
1Michael Glueck, Mahdi Pakdaman Naeini, Finale Doshi-Velez, Fanny Chevalier, Azam Khan, Daniel Wigdor, Michael Brudno PhenoLines: Phenotype Comparison Visualizations for Disease Subtyping via Topic Models. Search on Bibsonomy IEEE Trans. Vis. Comput. Graph. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Andrew Slavin Ross, Weiwei Pan, Finale Doshi-Velez Learning Qualitatively Diverse and Interpretable Rules for Classification. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Lifeng Jin, Finale Doshi-Velez, Timothy A. Miller, William Schuler, Lane Schwartz Depth-bounding is effective: Improvements and evaluation of unsupervised PCFG induction. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Aniruddh Raghu, Omer Gottesman, Yao Liu, Matthieu Komorowski, Aldo Faisal, Finale Doshi-Velez, Emma Brunskill Behaviour Policy Estimation in Off-Policy Policy Evaluation: Calibration Matters. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Lifeng Jin, Finale Doshi-Velez, Timothy A. Miller, William Schuler, Lane Schwartz Unsupervised Grammar Induction with Depth-bounded PCFG. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Isaac Lage, Andrew Slavin Ross, Been Kim, Samuel J. Gershman, Finale Doshi-Velez Human-in-the-Loop Interpretability Prior. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Yao Liu, Omer Gottesman, Aniruddh Raghu, Matthieu Komorowski, Aldo Faisal, Finale Doshi-Velez, Emma Brunskill Representation Balancing MDPs for Off-Policy Policy Evaluation. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Omer Gottesman, Fredrik D. Johansson, Joshua Meier, Jack Dent, Donghun Lee, Srivatsan Srinivasan, Linying Zhang, Yi Ding, David Wihl, Xuefeng Peng, Jiayu Yao, Isaac Lage, Christopher Mosch, Li-Wei H. Lehman, Matthieu Komorowski, Aldo Faisal, Leo Anthony Celi, David Sontag, Finale Doshi-Velez Evaluating Reinforcement Learning Algorithms in Observational Health Settings. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Menaka Narayanan, Emily Chen, Jeffrey He, Been Kim, Sam Gershman, Finale Doshi-Velez How do Humans Understand Explanations from Machine Learning Systems? An Evaluation of the Human-Interpretability of Explanation. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Soumya Ghosh, Jiayu Yao, Finale Doshi-Velez Structured Variational Learning of Bayesian Neural Networks with Horseshoe Priors. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Melanie F. Pradier, Weiwei Pan, Jiayu Yao, Soumya Ghosh, Finale Doshi-Velez Latent Projection BNNs: Avoiding weight-space pathologies by learning latent representations of neural network weights. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Mike Wu, Michael C. Hughes, Sonali Parbhoo, Maurizio Zazzi, Volker Roth 0001, Finale Doshi-Velez Beyond Sparsity: Tree Regularization of Deep Models for Interpretability. Search on Bibsonomy AAAI The full citation details ... 2018 DBLP  BibTeX  RDF
1Andrew Slavin Ross, Finale Doshi-Velez Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing Their Input Gradients. Search on Bibsonomy AAAI The full citation details ... 2018 DBLP  BibTeX  RDF
1Lifeng Jin, Finale Doshi-Velez, Timothy A. Miller, William Schuler, Lane Schwartz Depth-bounding is effective: Improvements and Evaluation of Unsupervised PCFG Induction. Search on Bibsonomy EMNLP The full citation details ... 2018 DBLP  BibTeX  RDF
1Yao Liu, Omer Gottesman, Aniruddh Raghu, Matthieu Komorowski, Aldo A. Faisal, Finale Doshi-Velez, Emma Brunskill Representation Balancing MDPs for Off-policy Policy Evaluation. Search on Bibsonomy NeurIPS The full citation details ... 2018 DBLP  BibTeX  RDF
1Isaac Lage, Andrew Slavin Ross, Samuel J. Gershman, Been Kim, Finale Doshi-Velez Human-in-the-Loop Interpretability Prior. Search on Bibsonomy NeurIPS The full citation details ... 2018 DBLP  BibTeX  RDF
1Soumya Ghosh, Jiayu Yao, Finale Doshi-Velez Structured Variational Learning of Bayesian Neural Networks with Horseshoe Priors. Search on Bibsonomy ICML The full citation details ... 2018 DBLP  BibTeX  RDF
1Stefan Depeweg, José Miguel Hernández-Lobato, Finale Doshi-Velez, Steffen Udluft Decomposition of Uncertainty in Bayesian Deep Learning for Efficient and Risk-sensitive Learning. Search on Bibsonomy ICML The full citation details ... 2018 DBLP  BibTeX  RDF
1Omer Gottesman, Weiwei Pan, Finale Doshi-Velez Weighted Tensor Decomposition for Learning Latent Variables with Partial Data. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Michael C. Hughes, Gabriel Hope, Leah Weiner, Thomas H. McCoy Jr., Roy H. Perlis, Erik B. Sudderth, Finale Doshi-Velez Semi-Supervised Prediction-Constrained Topic Models. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Xuefeng Peng, Yi Ding, David Wihl, Omer Gottesman, Matthieu Komorowski, Li-Wei H. Lehman, Andrew Slavin Ross, Aldo Faisal, Finale Doshi-Velez Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement Learning. Search on Bibsonomy AMIA The full citation details ... 2018 DBLP  BibTeX  RDF
1Ofra Amir, Finale Doshi-Velez, David Sarne Agent Strategy Summarization. Search on Bibsonomy AAMAS The full citation details ... 2018 DBLP  BibTeX  RDF
1Finale Doshi-Velez, Jim Fackler, Ken Jung, David C. Kale, Rajesh Ranganath, Byron C. Wallace, Jenna Wiens (eds.) Proceedings of the Machine Learning for Healthcare Conference, MLHC 2018, 17-18 August 2018, Palo Alto, California Search on Bibsonomy MLHC The full citation details ... 2018 DBLP  BibTeX  RDF
1Tong Wang 0011, Cynthia Rudin, Finale Doshi-Velez, Yimin Liu, Erica Klampfl, Perry MacNeille A Bayesian Framework for Learning Rule Sets for Interpretable Classification. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2017 DBLP  BibTeX  RDF
1Finale Doshi-Velez, Sinead A. Williamson Restricted Indian buffet processes. Search on Bibsonomy Statistics and Computing The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Mike Wu, Marzyeh Ghassemi, Mengling Feng, Leo A. Celi, Peter Szolovits, Finale Doshi-Velez Understanding vasopressor intervention and weaning: risk prediction in a public heterogeneous clinical time series database. Search on Bibsonomy JAMIA The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Andrew Slavin Ross, Michael C. Hughes, Finale Doshi-Velez Right for the Right Reasons: Training Differentiable Models by Constraining their Explanations. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Angela Fan, Finale Doshi-Velez, Luke Miratrix Promoting Domain-Specific Terms in Topic Models with Informative Priors. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Taylor W. Killian, Samuel Daulton, George Konidaris, Finale Doshi-Velez Robust and Efficient Transfer Learning with Hidden-Parameter Markov Decision Processes. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Stefan Depeweg, José Miguel Hernández-Lobato, Finale Doshi-Velez, Steffen Udluft Decomposition of Uncertainty for Active Learning and Reliable Reinforcement Learning in Stochastic Systems. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Mike Wu, Michael C. Hughes, Sonali Parbhoo, Maurizio Zazzi, Volker Roth 0001, Finale Doshi-Velez Beyond Sparsity: Tree Regularization of Deep Models for Interpretability. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Michael C. Hughes, Gabriel Hope, Leah Weiner, Thomas H. McCoy Jr., Roy H. Perlis, Erik B. Sudderth, Finale Doshi-Velez Prediction-Constrained Topic Models for Antidepressant Recommendation. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Finale Doshi-Velez, Mason Kortz, Ryan Budish, Chris Bavitz, Sam Gershman, David O'Brien, Stuart Schieber, James Waldo, David Weinberger, Alexandra Wood Accountability of AI Under the Law: The Role of Explanation. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Michael C. Hughes, Leah Weiner, Gabriel Hope, Thomas H. McCoy Jr., Roy H. Perlis, Erik B. Sudderth, Finale Doshi-Velez Prediction-Constrained Training for Semi-Supervised Mixture and Topic Models. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Andrew Slavin Ross, Finale Doshi-Velez Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing their Input Gradients. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Finale Doshi-Velez, Been Kim A Roadmap for a Rigorous Science of Interpretability. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Taylor W. Killian, George Konidaris, Finale Doshi-Velez Robust and Efficient Transfer Learning with Hidden Parameter Markov Decision Processes. Search on Bibsonomy AAAI The full citation details ... 2017 DBLP  BibTeX  RDF
1Marzyeh Ghassemi, Mike Wu, Michael C. Hughes, Peter Szolovits, Finale Doshi-Velez Predicting intervention onset in the ICU with switching state space models. Search on Bibsonomy CRI The full citation details ... 2017 DBLP  BibTeX  RDF
1Sonali Parbhoo, Jasmina Bogojeska, Maurizio Zazzi, Volker Roth 0001, Finale Doshi-Velez Combining Kernel and Model Based Learning for HIV Therapy Selection. Search on Bibsonomy CRI The full citation details ... 2017 DBLP  BibTeX  RDF
1Taylor W. Killian, Samuel Daulton, Finale Doshi-Velez, George Konidaris Robust and Efficient Transfer Learning with Hidden Parameter Markov Decision Processes. Search on Bibsonomy NIPS The full citation details ... 2017 DBLP  BibTeX  RDF
1Stefan Depeweg, José Miguel Hernández-Lobato, Finale Doshi-Velez, Steffen Udluft Learning and Policy Search in Stochastic Dynamical Systems with Bayesian Neural Networks. Search on Bibsonomy ICLR (Poster) The full citation details ... 2017 DBLP  BibTeX  RDF
1Andrew Slavin Ross, Michael C. Hughes, Finale Doshi-Velez Right for the Right Reasons: Training Differentiable Models by Constraining their Explanations. Search on Bibsonomy IJCAI The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Finale Doshi-Velez, Jim Fackler, David C. Kale, Rajesh Ranganath, Byron C. Wallace, Jenna Wiens (eds.) Proceedings of the Machine Learning for Health Care Conference, MLHC 2017, Boston, Massachusetts, USA, 18-19 August 2017 Search on Bibsonomy MLHC The full citation details ... 2017 DBLP  BibTeX  RDF
1Huseyin Melih Elibol, Vincent Nguyen, Scott W. Linderman, Matthew J. Johnson 0002, Amna Hashmi, Finale Doshi-Velez Cross-Corpora Unsupervised Learning of Trajectories in Autism Spectrum Disorders. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2016 DBLP  BibTeX  RDF
1Arjumand Masood, Weiwei Pan, Finale Doshi-Velez An Empirical Comparison of Sampling Quality Metrics: A Case Study for Bayesian Nonnegative Matrix Factorization. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Dustin Tran, Minjae Kim, Finale Doshi-Velez Spectral M-estimation with Applications to Hidden Markov Models. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Taylor W. Killian, George Konidaris, Finale Doshi-Velez Transfer Learning Across Patient Variations with Hidden Parameter Markov Decision Processes. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Viktoriya Krakovna, Finale Doshi-Velez Increasing the Interpretability of Recurrent Neural Networks Using Hidden Markov Models. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Stefan Depeweg, José Miguel Hernández-Lobato, Finale Doshi-Velez, Steffen Udluft Learning and Policy Search in Stochastic Dynamical Systems with Bayesian Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Viktoriya Krakovna, Finale Doshi-Velez Increasing the Interpretability of Recurrent Neural Networks Using Hidden Markov Models. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Weiwei Pan, Finale Doshi-Velez A Characterization of the Non-Uniqueness of Nonnegative Matrix Factorizations. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Tong Wang 0011, Cynthia Rudin, Finale Doshi-Velez, Yimin Liu, Erica Klampfl, Perry MacNeille Bayesian Rule Sets for Interpretable Classification. Search on Bibsonomy ICDM The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Xide Xia, Pavlos Protopapas, Finale Doshi-Velez Cost-Sensitive Batch Mode Active Learning: Designing Astronomical Observation by Optimizing Telescope Time and Telescope Choice. Search on Bibsonomy SDM The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Cory Shain, William Bryce, Lifeng Jin, Victoria Krakovna, Finale Doshi-Velez, Timothy A. Miller, William Schuler, Lane Schwartz Memory-Bounded Left-Corner Unsupervised Grammar Induction on Child-Directed Input. Search on Bibsonomy COLING The full citation details ... 2016 DBLP  BibTeX  RDF
1Finale Doshi-Velez, George Konidaris Hidden Parameter Markov Decision Processes: A Semiparametric Regression Approach for Discovering Latent Task Parametrizations. Search on Bibsonomy IJCAI The full citation details ... 2016 DBLP  BibTeX  RDF
1Dustin Tran, Minjae Kim, Finale Doshi-Velez Spectral M-estimation with Applications to Hidden Markov Models. Search on Bibsonomy AISTATS The full citation details ... 2016 DBLP  BibTeX  RDF
1Finale Doshi-Velez, Jim Fackler, David C. Kale, Byron C. Wallace, Jenna Wiens (eds.) Proceedings of the 1st Machine Learning in Health Care, MLHC 2016, Los Angeles, CA, USA, August 19-20, 2016 Search on Bibsonomy MLHC The full citation details ... 2016 DBLP  BibTeX  RDF
1Tong Wang 0011, Cynthia Rudin, Finale Doshi-Velez, Yimin Liu, Erica Klampfl, Perry MacNeille Or's of And's for Interpretable Classification, with Application to Context-Aware Recommender Systems. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Finale Doshi-Velez, David Pfau, Frank D. Wood, Nicholas Roy Bayesian Nonparametric Methods for Partially-Observable Reinforcement Learning. Search on Bibsonomy IEEE Trans. Pattern Anal. Mach. Intell. The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Finale Doshi-Velez, Byron C. Wallace, Ryan P. Adams Graph-Sparse LDA: A Topic Model with Structured Sparsity. Search on Bibsonomy AAAI The full citation details ... 2015 DBLP  BibTeX  RDF
1Been Kim, Julie A. Shah, Finale Doshi-Velez Mind the Gap: A Generative Approach to Interpretable Feature Selection and Extraction. Search on Bibsonomy NIPS The full citation details ... 2015 DBLP  BibTeX  RDF
1Finale Doshi-Velez, Byron C. Wallace, Ryan P. Adams Graph-Sparse LDA: A Topic Model with Structured Sparsity. Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
1Marzyeh Ghassemi, Tristan Naumann, Finale Doshi-Velez, Nicole Brimmer, Rohit Joshi, Anna Rumshisky, Peter Szolovits Unfolding physiological state: mortality modelling in intensive care units. Search on Bibsonomy KDD The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Finale Doshi-Velez, David C. Kale, Byron C. Wallace, Jenna Wiens (eds.) Modern Artificial Intelligence for Health Analytics, Papers from the 2014 AAAI Workshop, Québec City, Québec, Canada, July 27, 2014 Search on Bibsonomy AAAI Workshop: Modern Artificial Intelligence for Health Analytics The full citation details ... 2014 DBLP  BibTeX  RDF
1Finale Doshi-Velez, David C. Kale, Byron C. Wallace, Jenna Wiens Preface. Search on Bibsonomy AAAI Workshop: Modern Artificial Intelligence for Health Analytics The full citation details ... 2014 DBLP  BibTeX  RDF
1George Konidaris, Finale Doshi-Velez Hidden Parameter Markov Decision Processes: An Emerging Paradigm for Modeling Families of Related Tasks. Search on Bibsonomy AAAI Fall Symposia The full citation details ... 2014 DBLP  BibTeX  RDF
1Finale Doshi-Velez, George Konidaris Hidden Parameter Markov Decision Processes: A Semiparametric Regression Approach for Discovering Latent Task Parametrizations. Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Finale Doshi-Velez, Joelle Pineau, Nicholas Roy Reinforcement learning with limited reinforcement: Using Bayes risk for active learning in POMDPs. Search on Bibsonomy Artif. Intell. The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Finale Doshi-Velez, Zoubin Ghahramani Correlated Non-Parametric Latent Feature Models Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Joshua Mason Joseph, Finale Doshi-Velez, Nicholas Roy A Bayesian nonparametric approach to modeling battery health. Search on Bibsonomy ICRA The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Finale Doshi-Velez Bayesian nonparametric methods for reinforcement learning in partially observable domains. Search on Bibsonomy 2012   RDF
1Alborz Geramifard, Finale Doshi, Josh Redding, Nicholas Roy, Jonathan P. How Online Discovery of Feature Dependencies. Search on Bibsonomy ICML The full citation details ... 2011 DBLP  BibTeX  RDF
1Finale Doshi, David Wingate, Joshua B. Tenenbaum, Nicholas Roy Infinite Dynamic Bayesian Networks. Search on Bibsonomy ICML The full citation details ... 2011 DBLP  BibTeX  RDF
1Joshua Mason Joseph, Finale Doshi-Velez, Albert S. Huang, Nicholas Roy A Bayesian nonparametric approach to modeling motion patterns. Search on Bibsonomy Auton. Robots The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Mark Buller, Paul Cuddihy, Ernest Davis, Patrick Doherty, Finale Doshi-Velez, Esra Erdem 0001, Douglas H. Fisher, Nancy Green, Knut Hinkelmann, Mary Lou Maher, James McLurkin, Rajiv T. Maheswaran, Sara Rubinelli, Nathan Schurr, Donia Scott, Dylan A. Shell, Pedro A. Szekely, Barbara Thönssen, Arnold B. Urken Reports of the AAAI 2011 Spring Symposia. Search on Bibsonomy AI Magazine The full citation details ... 2011 DBLP  BibTeX  RDF
1Finale Doshi-Velez, Zoubin Ghahramani A Comparison of Human and Agent Reinforcement Learning in Partially Observable Domains. Search on Bibsonomy CogSci The full citation details ... 2011 DBLP  BibTeX  RDF
1Mark Buller, Paul Cuddihy, Finale Doshi-Velez Organizing Committee. Search on Bibsonomy AAAI Spring Symposium: Computational Physiology The full citation details ... 2011 DBLP  BibTeX  RDF
1Finale Doshi-Velez Nonparametric Bayesian Approaches for Reinforcement Learning in Partially Observable Domains. Search on Bibsonomy AAAI The full citation details ... 2010 DBLP  BibTeX  RDF
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