F. Doshi-Velez
发表
Been Kim,
Finale Doshi-Velez,
Finale Doshi-Velez,
2017,
1702.08608.
Peter Szolovits,
Mike Wu,
Finale Doshi-Velez,
2017,
CRI.
David Weinberger,
Finale Doshi-Velez,
Mason Kortz,
2017,
ArXiv.
Andrew Slavin Ross,
Finale Doshi-Velez,
Michael C. Hughes,
2017,
IJCAI.
Maia L. Jacobs,
Krzysztof Z Gajos,
Finale Doshi-Velez,
2021,
Translational Psychiatry.
David C. Kale,
S. Saria,
A. Goldenberg,
2019,
Nature Medicine.
Andrew Slavin Ross,
Volker Roth,
Finale Doshi-Velez,
2018,
PloS one.
Mike Wu,
Finale Doshi-Velez,
Volker Roth,
2017,
AAAI.
Finale Doshi-Velez,
Volker Roth,
Jasmina Bogojeska,
2017,
CRI.
Samuel J. Gershman,
Finale Doshi-Velez,
Been Kim,
2018,
NeurIPS.
How do Humans Understand Explanations from Machine Learning Systems? An Evaluation of the Human-Interpretability of Explanation
pdf
Emily Chen,
Finale Doshi-Velez,
Been Kim,
2018,
ArXiv.
Alan Fern,
Finale Doshi-Velez,
M. Erwig,
2019
.
Harold Soh,
Finale Doshi-Velez,
Akshay Narayan,
2023,
ArXiv.
Lane Schwartz,
Finale Doshi-Velez,
William Schuler,
2019,
ACL.
Anna Rumshisky,
Peter Szolovits,
Finale Doshi-Velez,
2014,
KDD.
Andrew Slavin Ross,
Finale Doshi-Velez,
Finale Doshi-Velez,
2017,
AAAI.
Fredrik D. Johansson,
Aldo A. Faisal,
Finale Doshi-Velez,
2019,
Nature Medicine.
Finale Doshi-Velez,
Ofra Amir,
Isaac Lage,
2019,
AAMAS.
Finale Doshi-Velez,
Pei Chen,
Joseph Bochenek,
2016,
PloS one.
Kathe P. Fox,
Finale Doshi-Velez,
I. Kohane,
2015
.
Finale Doshi-Velez,
I. Kohane,
Y. Ge,
2014,
Pediatrics.
Finale Doshi-Velez,
L. Celi,
J. Futoma,
2020,
The Lancet Digital Health.
Finale Doshi-Velez,
R. Perlis,
F. Doshi-Velez,
2019,
JAMA.
Cynthia Rudin,
Finale Doshi-Velez,
Tong Wang,
2017,
J. Mach. Learn. Res..
Finale Doshi-Velez,
Ofra Amir,
D. Sarne,
2019,
Autonomous Agents and Multi-Agent Systems.
David Sarne,
Finale Doshi-Velez,
Ofra Amir,
2018,
AAMAS.
Yee Whye Teh,
Finale Doshi-Velez,
Kurt Miller,
2009,
AISTATS.
Daniel J. Wigdor,
Finale Doshi-Velez,
Mahdi Pakdaman Naeini,
2018,
IEEE Transactions on Visualization and Computer Graphics.
Srivatsan Srinivasan,
Finale Doshi-Velez,
Donghun Lee,
2019,
IJCAI.
Erik B. Sudderth,
Finale Doshi-Velez,
Gabriel Hope,
2021
.
Soumya Ghosh,
Finale Doshi-Velez,
Weiwei Pan,
2019,
ArXiv.
Finale Doshi-Velez,
J. Wiens,
M. Sjoding,
2023,
NeurIPS.
Soumya Ghosh,
Finale Doshi-Velez,
Jiayu Yao,
2017,
J. Mach. Learn. Res..
Finale Doshi-Velez,
Joseph Futoma,
Jianzhun Du,
2020,
NeurIPS.
Samuel J. Gershman,
Emily Chen,
Been Kim,
2019,
HCOMP.
A. Perrault,
Kai Wang,
M. Tambe,
2021,
NeurIPS.
Finale Doshi-Velez,
George Konidaris,
G. Konidaris,
2013,
IJCAI.
Finale Doshi-Velez,
Emma Brunskill,
Leo Anthony Celi,
2021,
CHIL.
Yao Liu,
Finale Doshi-Velez,
Emma Brunskill,
2018,
NeurIPS.
Finale Doshi-Velez,
Soumya Ghosh,
Jiayu Yao,
2018,
ICML.
David R. Burt,
Weiwei Pan,
Beau Coker,
2022,
AISTATS.
Finale Doshi-Velez,
Weiwei Pan,
Beau Coker,
2021,
ArXiv.
Finale Doshi-Velez,
Weiwei Pan,
Susan Murphy,
2020,
MLHC.
S. Murphy,
Jiayu Yao,
Weiwei Pan,
2021
.
Srivatsan Srinivasan,
Finale Doshi-Velez,
Li-Wei H. Lehman,
2018,
ArXiv.
Finale Doshi-Velez,
Steffen Udluft,
José Miguel Hernández-Lobato,
2017,
ICML.
Finale Doshi-Velez,
George Konidaris,
Taylor W. Killian,
2017,
AAAI.
Latent Projection BNNs: Avoiding weight-space pathologies by learning latent representations of neural network weights
pdf
Finale Doshi-Velez,
Weiwei Pan,
Soumya Ghosh,
2018,
ArXiv.
Finale Doshi-Velez,
S. Ghosh,
Jiayu Yao,
2018,
1811.07006.
Finale Doshi-Velez,
S. Ghosh,
Jiayu Yao,
2018
.
Finale Doshi-Velez,
Amit Dhurandhar,
Q. Liao,
2022,
HCOMP.
Krzysztof Z. Gajos,
Finale Doshi-Velez,
Maia Jacobs,
2021,
CHI.
Joshua B. Tenenbaum,
Nicholas Roy,
Finale Doshi-Velez,
2011,
ICML.
Timothy A. Miller,
Finale Doshi-Velez,
William Schuler,
2021,
CL.
Finale Doshi-Velez,
Isaac Lage,
Finale Doshi-Velez,
2020,
ArXiv.
Finale Doshi-Velez,
Shalmali Joshi,
Sonali Parbhoo,
2022,
ArXiv.
Joseph Futoma,
Finale Doshi-Velez,
Muhammad A. Masood,
2020,
AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.
Robert J. Wood,
Conor J. Walsh,
Finale Doshi-Velez,
2016
.
Diversity-Inducing Policy Gradient: Using Maximum Mean Discrepancy to Find a Set of Diverse Policies
pdf
Finale Doshi-Velez,
Muhammad A. Masood,
Finale Doshi-Velez,
2019,
IJCAI.
David C. Kale,
S. Saria,
A. Goldenberg,
2019,
Nature Medicine.
Finale Doshi-Velez,
I. Kohane,
Y. Ge,
2014
.
Finale Doshi-Velez,
Been Kim,
Been Kim,
2021,
AI Mag..
Finale Doshi-Velez,
Been Kim,
Finale Doshi-Velez,
2017,
ArXiv.
Moritz A. Graule,
Finale Doshi-Velez,
Himabindu Lakkaraju,
2020,
NeurIPS.
Towards Expressive Priors for Bayesian Neural Networks: Poisson Process Radial Basis Function Networks
pdf
Finale Doshi-Velez,
Melanie F. Pradier,
Beau Coker,
2019,
ArXiv.
Finale Doshi-Velez,
Beau Coker,
Melanie Fernandes Pradier,
2020,
UAI.
Abhishek Sharma,
Abhishek Sharma,
F. Doshi-Velez,
2022,
SPNLP.
Or's of And's for Interpretable Classification, with Application to Context-Aware Recommender Systems
pdf
Yimin Liu,
Tong Wang,
Cynthia Rudin,
2015,
ArXiv.
Finale Doshi-Velez,
Daby Sow,
MingYu Lu,
2020,
AMIA.
Finale Doshi-Velez,
Joseph D. Futoma,
M. Hughes,
2020,
International Conference on Artificial Intelligence and Statistics.
Elena L. Glassman,
Finale Doshi-Velez,
Nina Chen,
2021,
CHI.
Learned Uncertainty-Aware (LUNA) Bases for Bayesian Regression using Multi-Headed Auxiliary Networks
pdf
Finale Doshi-Velez,
Weiwei Pan,
Yaniv Yacoby,
2020,
ArXiv.
Albert S. Huang,
Nicholas Roy,
Finale Doshi-Velez,
2011,
Auton. Robots.
Finale Doshi-Velez,
Viktoriya Krakovna,
Viktoriya Krakovna,
2016,
ArXiv.
Mike Wu,
Finale Doshi-Velez,
Volker Roth,
2020,
AAAI.
Finale Doshi-Velez,
Sonali Parbhoo,
Andrew Slavin Ross,
2021,
AMIA.
Finale Doshi-Velez,
Erik B. Sudderth,
Michael C. Hughes,
2017,
ArXiv.
Scott W. Linderman,
Matthew J. Johnson,
Vincent Nguyen,
2016,
J. Mach. Learn. Res..
Interpretable Off-Policy Evaluation in Reinforcement Learning by Highlighting Influential Transitions
pdf
Yao Liu,
Emma Brunskill,
Joseph Futoma,
2020,
ICML.
Decomposition of Uncertainty for Active Learning and Reliable Reinforcement Learning in Stochastic Systems
pdf
Finale Doshi-Velez,
Steffen Udluft,
José Miguel Hernández-Lobato,
2017,
ArXiv.
Finale Doshi-Velez,
Been Kim,
Julie A. Shah,
2015,
NIPS.
Finale Doshi-Velez,
L. Celi,
A. Ross,
2019,
AAAI.
Andrew Slavin Ross,
Finale Doshi-Velez,
Li-Wei H. Lehman,
2018,
AMIA.
Finale Doshi-Velez,
Weiwei Pan,
Weiwei Pan,
2016,
ArXiv.
Finale Doshi-Velez,
R. Kamaleswaran,
Joseph D. Futoma,
2021,
Critical care explorations.
Finale Doshi-Velez,
Himabindu Lakkaraju,
Shalmali Joshi,
2022,
AIES.
Finale Doshi-Velez,
R. Perlis,
M. Pradier,
2020,
Translational Psychiatry.
Finale Doshi-Velez,
R. Califf,
I. Kohane,
2020,
Pediatrics.
G. Konidaris,
Omer Gottesman,
Jiayu Yao,
2023,
International Conference on Learning Representations.
Finale Doshi-Velez,
George Konidaris,
G. Konidaris,
2014,
AAAI Fall Symposia.
Finale Doshi-Velez,
Finale Doshi-Velez,
F. Doshi-Velez,
2009,
NIPS.
S. Parbhoo,
Weiwei Pan,
Susan A. Murphy,
2023,
International Conference on Machine Learning.
Been Kim,
Finale Doshi-Velez,
Finale Doshi-Velez,
2018
.
Finale Doshi-Velez,
Kai Wang,
A. Perrault,
2021,
ArXiv.
Nancy Green,
Knut Hinkelmann,
Dylan A. Shell,
2011,
AI Mag..
Yao Liu,
Finale Doshi-Velez,
Emma Brunskill,
2019,
ICML.
Nicholas Roy,
Finale Doshi-Velez,
N. Roy,
2008,
Connect. Sci..
N. Roy,
Joelle Pineau,
F. Doshi-Velez,
2008,
ICML '08.
Nicholas Roy,
Finale Doshi-Velez,
N. Roy,
2007,
2007 2nd ACM/IEEE International Conference on Human-Robot Interaction (HRI).
Designing Reinforcement Learning Algorithms for Digital Interventions: Pre-Implementation Guidelines
Kelly W. Zhang,
Anna L. Trella,
Finale Doshi-Velez,
2022,
Algorithms.
Nicholas Roy,
Finale Doshi-Velez,
N. Roy,
2008,
AAMAS.
Zoubin Ghahramani,
Finale Doshi-Velez,
Zoubin Ghahramani,
2011,
CogSci.
Finale Doshi-Velez,
Weiwei Pan,
Isaac Lage,
2021,
ArXiv.
Finale Doshi-Velez,
S. Parbhoo,
Marton Havasi,
2022,
NeurIPS.
Finale Doshi-Velez,
Weiwei Pan,
Omer Gottesman,
2019,
ArXiv.
Fredrik D. Johansson,
Aldo A. Faisal,
Finale Doshi-Velez,
2019,
Nature Medicine.
Peter Szolovits,
Mike Wu,
Marzyeh Ghassemi,
2017,
J. Am. Medical Informatics Assoc..
Joshua B. Tenenbaum,
Nicholas Roy,
Finale Doshi-Velez,
2010,
NIPS.
Weiwei Pan,
F. Doshi-Velez,
Charumathi Badrinath,
2023,
arXiv.org.
Finale Doshi-Velez,
Weiwei Pan,
Yaniv Yacoby,
2020,
AABI.
Finale Doshi-Velez,
Weiwei Pan,
Yaniv Yacoby,
2019,
J. Mach. Learn. Res..
S. Murphy,
Weiwei Pan,
Eura Shin,
2022,
ArXiv.
Finale Doshi-Velez,
L. Celi,
Jianzhun Du,
2022,
npj Digital Medicine.
Jason Ren,
R. Kunes,
F. Doshi-Velez,
2019,
ArXiv.
Nicholas Roy,
Finale Doshi-Velez,
Joshua Mason Joseph,
2010,
AAAI.
Michael C. Hughes,
Finale Doshi-Velez,
A. Ross,
2020,
JAMA network open.
Michael C. Hughes,
Finale Doshi-Velez,
A. Ross,
2020
.
Finale Doshi-Velez,
A. Ross,
F. Doshi-Velez,
2021,
ICML.
Cynthia Rudin,
Finale Doshi-Velez,
Tong Wang,
2016,
2016 IEEE 16th International Conference on Data Mining (ICDM).
Nicholas Roy,
Finale Doshi-Velez,
Joshua Mason Joseph,
2012,
2012 IEEE International Conference on Robotics and Automation.
Volker Roth,
S. Parbhoo,
Jasmina Bogojeska,
2017,
CRI.
Finale Doshi-Velez,
S. Parbhoo,
Marton Havasi,
2022,
MLHC.
I. Kohane,
Y. Ge,
F. Doshi-Velez,
2014,
Pediatrics.
Finale Doshi-Velez,
Yaniv Yacoby,
Weiwei Pan,
2020,
ArXiv.
Nicholas Roy,
Finale Doshi-Velez,
N. Roy,
2012
.
Jiayu Yao,
Weiwei Pan,
F. Doshi-Velez,
2022,
ArXiv.
S. Gershman,
Been Kim,
Emily Chen,
2018,
ArXiv.
Sanjana Narayanan,
Isaac Lage,
F. Doshi-Velez,
2022,
ArXiv.
Finale Doshi-Velez,
Ofra Amir,
Isaac Lage,
2019,
IJCAI.
Morgan E. Currie,
Michael C. Horowitz,
Gillian K. Hadfield,
2022,
ArXiv.
David C. Kale,
Dave C. Kale,
S. Saria,
2019,
Nature Medicine.
Finale Doshi-Velez,
R. Perlis,
Isaac Lage,
2022,
Journal of affective disorders.
Isaac Lage,
Emily Chen,
Jeffrey He,
2019,
ArXiv.
Cassidy Laidlaw,
F. Doshi-Velez,
Lauren H. Cooke,
2023,
2312.09983.
Kexin Yi,
Finale Doshi-Velez,
Kexin Yi,
2017,
1709.02855.
Finale Doshi-Velez,
Muhammad A. Masood,
M. A. Masood,
2018,
J. Mach. Learn. Res..
Lane Schwartz,
Finale Doshi-Velez,
William Schuler,
2016,
COLING.
V. Roth,
L. Celi,
S. Parbhoo,
2019,
AAAI Conference on Artificial Intelligence.
Finale Doshi-Velez,
Steffen Udluft,
José Miguel Hernández-Lobato,
2016,
ICLR.
Jiayu Yao,
M. Pradier,
Weiwei Pan,
2018,
ArXiv.
Finale Doshi-Velez,
Omer Gottesman,
Simon P. Shen,
2021,
ICML.
Finale Doshi-Velez,
Yaniv Yacoby,
Weiwei Pan,
2020,
ArXiv.
Finale Doshi-Velez,
M. A. Masood,
F. Doshi-Velez,
2016,
1610.08928.
Finale Doshi-Velez,
Ben Green,
Yaniv Yacoby,
2022,
HCOMP.
Jianzhun Du,
Joseph D. Futoma,
F. Doshi-Velez,
2020,
NeurIPS.
J. Joseph,
F. Doshi-Velez,
A. Bayesian,
2022
.
Taylor W. Killian,
G. Konidaris,
Finale Doshi-Velez,
2018
.
K. Ngiam,
Ting Fang Tan,
F. Doshi-Velez,
2023,
Cell reports. Medicine.
Ryan P. Adams,
Byron C. Wallace,
Finale Doshi-Velez,
2014,
AAAI.
Luke Miratrix,
Finale Doshi-Velez,
Angela Fan,
2019,
Stat. Anal. Data Min..
Omer Gottesman,
S. Parbhoo,
Abhishek Sharma,
2023,
2304.03365.
Finale Doshi-Velez,
Sonali Parbhoo,
Abhishek Sharma,
2021,
ArXiv.
Finale Doshi-Velez,
Himabindu Lakkaraju,
Shalmali Joshi,
2021,
ArXiv.
Identifying Decision Points for Safe and Interpretable Reinforcement Learning in Hypotension Treatment
pdf
Finale Doshi-Velez,
Leo Anthony Celi,
Brian Chu,
2021,
ArXiv.
Yao Liu,
Finale Doshi-Velez,
Emma Brunskill,
2018,
ArXiv.
Finale Doshi-Velez,
Erik B. Sudderth,
Michael C. Hughes,
2018,
AISTATS.
Kelly W. Zhang,
Anna L. Trella,
I. Nahum-Shani,
2024,
ArXiv.