% article
%  author
%  title
%  journal
%  volume
%  number
%  pages
%  year

% inproceedings
%  author
%  title
%  booktitle
%  pages
%  year

% arxiv
%  author
%  title
%  journal
%  volume
%  year

% years

@string{accepted = {accepted}}

% schools

@string{mit = {MIT}}

% journals

@string{aireview = {Artificial Intelligence Review}}
@string{cognition = {Cognition}}
@string{cviu = {Computer Vision and Image Understanding (CVIU)}}
@string{jair = {Journal of Artificial Intelligence Research (JAIR)}}
@string{tpami = {IEEE Transactions on Pattern Analysis and Machine Intelligence
                 (TPAMI)}}
@string{aij = {Artificial Intelligence (AIJ)}}
@string{tip = {IEEE Transactions on Image Processing (TIP)}}
@string{toplas = {ACM Transactions on Programming Languages and Systems
                  (TOPLAS)}}
@string{hosc = {Higher-Order and Symbolic Computation (HOSC)}}
@string{acs = {Advances in Cognitive Systems (ACS)}}
@string{tcsvt = {IEEE Transactions on Circuits and Systems for Video Technology
                 (TCSVT)}}
@string{mvap = {Machine Vision and Applications (MVAP)}}
@string{tnnls = {IEEE Transactions on Neural Networks and Learning Systems
                 (TNNLS)}}
@string{ijcv = {International Journal of Computer Vision (IJCV)}}
@string{jmlr = {Journal of Machine Learning Research (JMLR)}}
@string{oms = {Optimization Methods \& Software (OMS)}}

% conferences

@string{arv = {Conference on Advanced Research in VLSI}}
@string{acl = {Annual Meeting of the Association for Computational Linguistics
               (ACL)}}
@string{aaai = {Conference on Artificial Intelligence (AAAI)}}
@string{eccv = {European Conference on Computer Vision (ECCV)}}
@string{iccv = {International Conference on Computer Vision (ICCV)}}
@string{icassp = {International Conference on Acoustics, Speech, and Signal
                  Processing (ICASSP)}}
@string{icip = {International Conference on Image Processing (ICIP)}}
@string{nips = {Advances in Neural Information Processing Systems (NeurIPS)}}
@string{popl = {Annual Symposium on Principles of Programming Languages (POPL)}}
@string{ad = {International Conference on Automatic Differentiation (AD)}}
@string{icra = {International Conference on Robotics and Automation (ICRA)}}
@string{cvpr = {Computer Vision and Pattern Recognition (CVPR)}}
@string{uai = {Conference on Uncertainty in Artificial Intelligence (UAI)}}
@string{acsconf = {Annual Conference for Advances in Cognitive Systems (ACS)}}

@string{icml = {International Conference on Machine Learning (ICML)}}}
@string{iclr = {International Conference on Learning Representations (ICLR)}}}
@string{accv = {Asian Conference on Computer Vision (ACCV)}}}

% publishers

@string{oup = {Oxford University Press}}
@string{cascadilla = {Cascadilla Press}}

% workshops

@string{mlnlo = {AAAI Spring Symposium Workshop on Machine Learning of Natural
                 Language and Ontology}}
@string{cuny = {CUNY Sentence Processing Conference}}
@string{spie = {Annual Conference of the Society of Photo-Optical
                Instrumentation Engineers (SPIE)}}
@string{inlvp = {AAAI Workshop on Integration of Natural Language and Vision
                 Processing}}
@string{bucld = {Boston University Conference on Language Development}}
@string{lcbais = {AAAI Fall Symposium Workshop on Learning Complex Behaviors in
                  Adaptive Intelligent Systems}}
@string{necrs = {NEC Research Symposium}}
@string{ei = {IS{\&}T/SPIE Annual Symposium on Electronic Imaging}}
@string{ssp = {IEEE Workshop on Statistical Signal Processing}}
@string{is = {SIAM Conference on Imaging Science}}
@string{ifl = {International Workshop on Implementation and Application of
               Functional Languages (IFL)}}
@string{fpic = {Computer Vision and Pattern Recognition Workshop on Vision
                Meets Cognition (CVPR Workshop)}}

% institutions

@string{mitai = {Artificial Intelligence Laboratory, MIT}}
@string{ircs = {Institute for Research in Cognitive Science, University of
                Pennsylvania}}
@string{neci = {NEC Research Institute, Inc.}}
@string{ece = {School of Electrical and Computer Engineering, Purdue
               University}}
@string{arxiv = {arXiv}}

@article{baydin2018,
 author = {A. G. Baydin and
           B. A. Pearlmutter and
           A. A. Radul and
           J. M. Siskind},
 title = {Automatic Differentiation in Machine Learning: a Survey},
 journal = jmlr,
 volume = 18,
 number = 153,
 pages = {1-43},
 year = 2018}

@article{siskind2008,
 author = {J. M. Siskind and
           B. A. Pearlmutter},
 title = {Nesting forward-mode {AD} in a functional framework},
 journal = hosc,
 volume = 21,
 number = 4,
 pages = {361-376},
 year = 2008}

@article{pearlmutter2008,
 author = {B. A. Pearlmutter and
           J. M. Siskind},
 title = {Reverse-Mode {AD} in a Functional Framework: Lambda the Ultimate
          Backpropagator},
 journal = toplas,
 volume = 30,
 number = 2,
 pages = {1-36},
 year = 2008}