@misc{2007Compilers, title={Compilers: Principles, Techniques, and Tools (Rental), 2nd Edition}, author={ Aho, A. V. and Lam, M. S. and Ullman, J. D. and Sethi, R. }, year={2007}, } @inproceedings{2004LLVM, title={LLVM: A Compilation Framework for Lifelong Program Analysis & Transformation}, author={ Lattner, C. and Adve, V. }, booktitle={Code Generation and Optimization, 2004. CGO 2004. International Symposium on}, year={2004}, } @article{Richard1995A, title={A correspondence between continuation passing style and static single assignment form}, author={Richard and A. and Kelsey}, journal={Acm Sigplan Notices}, year={1995}, } @article{2010C, title={C++ lambda expressions and closures}, author={ Jaervi, Jaakko and Freeman, J. }, journal={Science of Computer Programming}, volume={75}, number={9}, pages={762-772}, year={2010}, } @misc{2020MLIR, title={MLIR: A Compiler Infrastructure for the End of Moore's Law}, author={ Lattner, C. and Amini, M. and Bondhugula, U. and Cohen, A. and Davis, A. and Pienaar, J. and Riddle, R. and Shpeisman, T. and Vasilache, N. and Zinenko, O. }, year={2020}, } @article{spuler1994compiler, title={Compiler detection of function call side effects}, author={Spuler, David A and Sajeev, A Sayed Muhammed}, journal={Informatica}, volume={18}, number={2}, pages={219--227}, year={1994}, publisher={Citeseer} } @book{10.5555/1455489, author = {Griewank, Andreas and Walther, Andrea}, title = {Evaluating Derivatives: Principles and Techniques of Algorithmic Differentiation}, year = {2008}, isbn = {0898716594}, publisher = {Society for Industrial and Applied Mathematics}, address = {USA}, edition = {Second}, } @article{2015Automatic, title={Automatic Differentiation in Machine Learning: a Survey}, author={ Pearlmutter, B. A. }, journal={computer science}, number={February}, year={2015}, } @article{2015Numerical, title={Numerical Analysis}, author={ Burden, R. L. and Faires, Jdd }, journal={Journal of the Royal Statistical Society}, volume={71}, number={1}, pages={48-50}, year={2015}, } @book{2003Computer, title={Computer Algebra Handbook: Foundations * Applications * Systems}, author={ Grabmeier, J. and Kaltofen, E. and Weispfenning, V. }, publisher={Computer algebra handbook : foundations, applications, systems}, year={2003}, } @inbook{10.5555/60181.60188, author = {Corliss, George F.}, title = {Applications of Differentiation Arithmetic}, year = {1988}, isbn = {0125056303}, publisher = {Academic Press Professional, Inc.}, address = {USA}, booktitle = {Reliability in Computing: The Role of Interval Methods in Scientific Computing}, pages = {127–148}, numpages = {22} } @article{2000An, title={An introduction to automatic differentiation}, author={ Verma, A. }, journal={Siam Computational Differentiation Techniques Applications & Tools}, volume={78}, number={7}, pages={804-807}, year={2000}, } @inproceedings{2006The, title={The Data-Flow Equations of Checkpointing in Reverse Automatic Differentiation}, author={ Dauvergne, B. and L Hascoët}, booktitle={Computational Science-iccs, International Conference, Reading, Uk, May}, year={2006}, } @article{2017Divide, title={Divide-and-Conquer Checkpointing for Arbitrary Programs with No User Annotation}, author={ Siskind, Jeffrey Mark and Pearlmutter, Barak A. }, journal={Optimization Methods and Software}, volume={33}, number={4-6}, year={2017}, } @article{1969The, title={The Principal Type-Scheme of an Object in Combinatory Logic}, author={ Hindley, R. }, journal={Transactions of the American Mathematical Society}, volume={146}, pages={29-60}, year={1969}, } @article{1978A, title={A theory of type polymorphism in programming}, author={ Milner, R. }, journal={Journal of Computer and System Sciences}, volume={17}, number={3}, pages={348-375}, year={1978}, } @article{van2018Automatic, title={Automatic differentiation in ML: Where we are and where we should be going}, author={van Merriënboer, Bart and Breuleux, Olivier and Bergeron, Arnaud and Lamblin, Pascal }, year={2018}, } @article{1982Principal, title={Principal Type Schemes for Functional Programming Languages}, author={ Damas, L. and Milner, R. }, year={1982}, }