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Machine Learning - Main Conferences / Journals
@string{uaii="Uncertainty in Artificial Intelligence (UAI)"}
@string{icml="International Conference on Machine Learning (ICML)"}
@string{nips="Advances in Neural Information Processing Systems (NeurIPS)"}
@string{jmlr="Journal of Machine Learning Research (JMLR)"}
@string{ijcai="International Joint Conference on Artificial Intelligence (IJCAI)"}
@string{iclr="International Conference on Learning Representations (ICLR)"}
@string{iclrws="International Conference on Learning Representations (ICLR), Workshop Track"}
@string{mlsp="IEEE International Workshop for Machine Learning in Signal Processing"}
@string{tmlr="Transactions on Machine Learning Research (TMLR)"}
@string{aabi="Advances in Approximate Bayesian Inference (AABI)"}
NLP
@string{acl="Proceedings of the Annual Meeting of the Association for Computational Linguistics (ACL)"}
@string{conll="SIGNLL Conference on Computational Natural Language Learning (CoNLL)"}
@string{emnlp="Conference on Empirical Methods in Natural Language Processing (EMNLP)"}
@string{tacl="Transactions of the Association for Computational Linguistics (TACL)"}
Vision
@string{cvpr="IEEE Conference on Computer Vision and Pattern Recognition (CVPR)"}
@string{ijcv="International Journal of Computer Vision"}
@string{iccv="International Conference on Computer Vision (ICCV)"}
@string{eccv="European Conference on Computer Vision (ECCV)"}
@string{siggraph="Proceedings of SIGGRAPH"}
Theory
@string{tcs="Theoretical Computer Science"}
@string{soda="SIAM-ACM Symposium on Discrete Algorithms (SODA)"}
@string{focs="IEEE Symposium on Foundations of Computer Science (FOCS)"}
@string{colt="Conference on Learning Theory (COLT)"}
@string{stoc="Symposium on Theory of Computing (STOC)"}
@string{icalp="International Colloquium on Automata, Languages and Programming (ICALP)"}
Robotics
@string{icra="IEEE International Conference on Robotics and Automation (ICRA)"}
Statistics
@string{uai="Conference on Uncertainty in Artificial Intelligence (UAI)"}
Misc AI
@string{jair="Journal of Artificial Intelligence Research"}
@string{aaai="AAAI Conference on Artificial Intelligence"}
@string{aistats="International Conference on Artificial Intelligence and Statistics (AISTATS)"}
@string{kdd="ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)"}
@string{tpami="IEEE Transactions on Pattern Analysis and Machine Intelligence"}
@string{tog="ACM Transactions on Graphics (TOG)"}
@string{mathprog="Mathematical Programming"}
@string{infpl="Information Processing Letters"}
@string{jacm="Journal of the ACM"}
@string{tkdd="ACM Transactions on Knowledge Discovery from Data (TKDD)"}
@string{icalp="International Colloquium on Automata, Languages, and Programming (ICALP)"}
@string{wads="Workshop on Algorithms and Data Structures (WADS)"}
@string{wadsnew="International Symposium on Algorithms and Data Structures (WADS)"}
@string{vldb="International Conference on Very Large Data Bases (VLDB)"}
@string{wsdm="ACM International Conference on Web Search and Data Mining (WSDM)"}
@string{acc="Annual Allerton Conference on Circuit and System Theory"}
@string{www="Proceedings of the International World Wide Web Conference (WWW)"}
@string{icwsm="International AAAI Conference on Web and Social Media (ICWSM)"}
# More general
@string{arxiv="arXiv Preprint"}
@string{rsc="Royal Society of Chemistry"}
@string{acspub="ACS Publications"}
@string{wol="Wiley Online Library"}
@string{spr="Springer"}
@string{npg="Nature Publishing Group"}
@string{ang="Angew. Chem., Int. Ed."}
@Misc{ 126767,
title = {Reference for {M}ultidimensional {G}aussian {I}ntegral},
author = {user26872},
howpublished = {Mathematics Stack Exchange},
year = {2012},
url = {https://math.stackexchange.com/q/126767}
}
@Article{ adamson2016multiplexed,
author = {Adamson, Britt and Norman, Thomas M and Jost, Marco and Cho, Min Y and Nu{\~n}ez, James K and Chen, Yuwen and Villalta, Jacqueline E and Gilbert, Luke A and Horlbeck, Max A and Hein, Marco Y and Pak, Ryan A and Gray, Andrew N and Gross, Carol A and Dixit, Atray and Parnas, Oren and Regev, Aviv and Weissman, Jonathan S},
title = {{A multiplexed single-cell CRISPR screening platform enables systematic dissection of the unfolded protein response}},
journal = {Cell},
volume = {167},
number = {7},
year = {2016},
publisher = {Elsevier}
}
@Article{ adhikari2018confold2,
author = {Adhikari, Badri and Cheng, Jianlin},
title = {{CONFOLD2: Improved Contact-driven ab initio Protein Structure Modeling}},
journal = {BMC Bioinformatics},
volume = {19},
number = {1},
year = {2018},
publisher = {Springer}
}
@Article{ an2009agent,
title = {Agent-based models in translational systems biology},
author = {An, Gary and Mi, Qi and Dutta-Moscato, Joyeeta and Vodovotz, Yoram},
journal = {Wiley Interdisciplinary Reviews: Systems Biology and Medicine},
volume = {1},
number = {2},
year = {2009},
publisher = {Wiley Online Library}
}
@Article{ albergo2023stochastic,
author = {Albergo, Michael S and Boffi, Nicholas M and Vanden-Eijnden, Eric},
title = {{Stochastic interpolants: A unifying framework for flows and diffusions}},
journal = {arXiv Preprint arXiv:2303.08797},
year = {2023}
}
@book{ alon2019introduction,
title = {{An Introduction to Systems Biology: Design Principles of Biological Circuits}},
author = {Alon, Uri},
year = {2019},
publisher = {CRC press}
}
@InProceedings{ altschuler2019massively,
title = {{Massively scalable Sinkhorn distances via the Nystr{\"o}m method}},
author = {Altschuler, Jason and Bach, Francis and Rudi, Alessandro
and Niles-Weed, Jonathan},
booktitle = nips,
volume = {32},
year = {2019}
}
@Article{ altschuler2021averaging,
title = {{Averaging on the Bures-Wasserstein manifold:
dimension-free convergence of gradient descent}},
author = {Altschuler, Jason and Chewi, Sinho and Gerber, Patrik R
and Stromme, Austin},
journal = nips,
volume = {34},
year = {2021}
}
@Article{ altschuler2022asymptotics,
title = {Asymptotics for semidiscrete entropic optimal transport},
author = {Altschuler, Jason M and Niles-Weed, Jonathan and Stromme,
Austin J},
journal = {SIAM Journal on Mathematical Analysis},
volume = {54},
number = {2},
year = {2022},
publisher = {SIAM}
}
@Article{ alvarez2021optimizing,
title = {{Optimizing Functionals on the Space of Probabilities with
Input Convex Neural Networks}},
author = {Alvarez-Melis, David and Schiff, Yair and Mroueh,
Youssef},
journal = tmlr,
year = {2022}
}
@Book{ ambrosio2006gradient,
title = {{Gradient Flows in Metric Spaces and in the Space of
Probability Measures}},
author = {Ambrosio, L. and Gigli, N. and Savar{\'e}, G.},
year = {2006},
publisher = {Springer}
}
@InProceedings{ amos2017input,
title = {{Input Convex Neural Networks}},
author = {Amos, Brandon and Xu, Lei and Kolter, J Zico},
booktitle = icml,
year = {2017},
volume = {34}
}
@InProceedings{ amos2023amortizing,
title = {On amortizing convex conjugates for optimal transport},
author = {Amos, Brandon},
booktitle = iclr,
year = {2023}
}
@Inproceedings{ amos2023meta,
title = {{Meta Optimal Transport}},
author = {Amos, Brandon and Cohen, Samuel and Luise, Giulia and
Redko, Ievgen},
booktitle = icml,
year = {2023}
}
@Book{ ampere1819memoire,
title = {{M{\'e}moire contenant l'application de la th{\'e}orie expos{\'e}e dans le XVII. e Cahier du Journal de l'{\'E}cole polytechnique, {\`a} l'int{\'e}gration des {\'e}quations aux diff{\'e}rentielles partielles du premier et du second ordre}},
author = {Amp{\`e}re, Andr{\'e}-Marie},
year = {1819},
publisher = {De l'Imprimerie royale}
}
@Article{ anderson1982reverse,
title = {Reverse-time diffusion equation models},
author = {Anderson, Brian DO},
journal = {Stochastic Processes and their Applications},
volume = {12},
number = {3},
year = {1982},
publisher = {Elsevier}
}
@InProceedings{ arjovsky2017wasserstein,
title = {{Wasserstein Generative Adversarial Networks}},
author = {Arjovsky, Martin and Chintala, Soumith and Bottou,
L{\'e}on},
booktitle = icml,
year = {2017},
}
@InProceedings{ asteris2015orthogonal,
title = {{Orthogonal NMF through Subspace Exploration}},
author = {Asteris, Megasthenis and Papailiopoulos, Dimitris and
Dimakis, Alexandros G},
booktitle = nips,
volume = {28},
year = {2015}
}
@Article{ attract2017protein,
title = {{Protein-protein and peptide-protein docking and
refinement using ATTRACT in CAPRI}},
author = {Schindler, Christina EM and Chauvot de Beauch{\^e}ne,
Isaure and de Vries, Sjoerd J and Zacharias, Martin},
journal = {Proteins: Structure, Function, and Bioinformatics},
volume = {85},
number = {3},
year = {2017},
publisher = {Wiley Online Library}
}
@Article{ baek2021accurate,
title = {Accurate prediction of protein structures and interactions
using a three-track neural network},
author = {Baek, Minkyung and DiMaio, Frank and Anishchenko, Ivan and
Dauparas, Justas and Ovchinnikov, Sergey and Lee, Gyu Rie
and Wang, Jue and Cong, Qian and Kinch, Lisa N and
Schaeffer, R Dustin and others},
journal = {Science},
volume = {373},
number = {6557},
year = {2021},
publisher = {American Association for the Advancement of Science}
}
@Book{ bakry2014analysis,
title = {{Analysis and Geometry of Markov Diffusion Operators}},
author = {Bakry, Dominique and Gentil, Ivan and Ledoux, Michel and
others},
volume = {103},
year = {2014},
publisher = {Springer}
}
@Article{ baldassarre2021graphqa,
title = {{GraphQA: protein model quality assessment using graph
convolutional networks}},
author = {Baldassarre, Federico and Men{\'e}ndez Hurtado, David and
Elofsson, Arne and Azizpour, Hossein},
journal = {Bioinformatics},
volume = {37},
number = {3},
year = {2021},
publisher = {Oxford University Press}
}
@Article{ bao2021deepbsp,
title = {DeepBSP -- a Machine Learning Method for Accurate
Prediction of Protein--Ligand Docking Structures},
author = {Bao, Jingxiao and He, Xiao and Zhang, John ZH},
journal = {Journal of Chemical Information and Modeling},
year = {2021},
publisher = {ACS Publications}
}
@Article{ baradat2021regularized,
title = {{Regularized unbalanced optimal transport as entropy minimization with respect to branching Brownian motion}},
author = {Baradat, Aymeric and Lavenant, Hugo},
journal = {arXiv Preprint arXiv:2111.01666},
year = {2021}
}
@Article{ basu2016dockq,
title = {{DockQ: a quality measure for protein-protein docking
models}},
author = {Basu, Sankar and Wallner, Bj{\"o}rn},
journal = {PloS one},
volume = {11},
number = {8},
pages = {e0161879},
year = {2016},
publisher = {Public Library of Science San Francisco, CA USA}
}
@Article{ battaglia2018relational,
title = {Relational inductive biases, deep learning, and graph networks},
author = {Battaglia, Peter W and Hamrick, Jessica B and Bapst, Victor and Sanchez-Gonzalez, Alvaro and Zambaldi, Vinicius and Malinowski, Mateusz and Tacchetti, Andrea and Raposo, David and Santoro, Adam and Faulkner, Ryan and others},
journal = {arXiv preprint arXiv:1806.01261},
year = {2018}
}
@Article{ battich2013image,
title = {Image-based transcriptomics in thousands of single human
cells at single-molecule resolution},
author = {Battich, Nico and Stoeger, Thomas and Pelkmans, Lucas},
journal = {Nature Methods},
volume = {10},
number = {11},
year = {2013},
publisher = {Nature Publishing Group}
}
@Article{ battich2015control,
title = {Control of transcript variability in single mammalian
cells},
author = {Battich, Nico and Stoeger, Thomas and Pelkmans, Lucas},
journal = {Cell},
volume = {163},
number = {7},
year = {2015},
publisher = {Elsevier}
}
@Article{ baysoy2023technological,
title = {The technological landscape and applications of single-cell multi-omics},
author = {Baysoy, Alev and Bai, Zhiliang and Satija, Rahul and Fan, Rong},
journal = {Nature Reviews Molecular Cell Biology},
year = {2023},
publisher = {Nature Publishing Group}
}
@InCollection{ bekiaris2010localization,
title = {The localization and migration of natural killer cells in
health and disease},
author = {Bekiaris, Vasileios and Lane, Peter JL},
booktitle = {Natural Killer Cells},
year = {2010},
publisher = {Elsevier}
}
@Article{ benamou2000computational,
title = {{A computational fluid mechanics solution to the
Monge-Kantorovich mass transfer problem}},
author = {Benamou, Jean-David and Brenier, Yann},
journal = {Numerische Mathematik},
volume = {84},
number = {3},
year = {2000},
publisher = {Springer-Verlag Berlin/Heidelberg}
}
@Article{ benamou2016discretization,
title = {Discretization of functionals involving the
{Monge--Amp{\'e}re} operator},
author = {Benamou, Jean-David and Carlier, Guillaume and
M{\'e}rigot, Quentin and Oudet, Edouard},
journal = {Numerische Mathematik},
volume = {134},
number = {3},
year = {2016},
publisher = {Springer}
}
@Article{ benamou2016augmented,
title = {An augmented Lagrangian approach to Wasserstein gradient
flows and applications},
author = {Benamou, Jean-David and Carlier, Guillaume and Laborde,
Maxime},
journal = {ESAIM: Proceedings and Surveys},
volume = {54},
year = {2016},
publisher = {EDP Sciences}
}
@InProceedings{ bengio2000neural,
title = {{A Neural Probabilistic Language Model}},
author = {Bengio, Yoshua and Ducharme, R{\'e}jean and Vincent, Pascal},
booktitle = nips,
volume = {13},
year = {2000}
}
@Article{ berchtold2018systems,
title = {A systems-level study reveals regulators of membrane-less
organelles in human cells},
author = {Berchtold, Doris and Battich, Nico and Pelkmans, Lucas},
journal = {Molecular Cell},
volume = {72},
number = {6},
year = {2018},
publisher = {Elsevier}
}
@Article{ bergen2020generalizing,
title = {{Generalizing RNA velocity to transient cell states
through dynamical modeling}},
author = {Bergen, Volker and Lange, Marius and Peidli, Stefan and
Wolf, F Alexander and Theis, Fabian J},
journal = {Nature Biotechnology},
volume = {38},
number = {12},
year = {2020},
publisher = {Nature Publishing Group}
}
@Article{ berman2000protein,
title = {{The Protein Data Bank}},
author = {Berman, Helen M and Westbrook, John and Feng, Zukang and Gilliland, Gary and Bhat, Talapady N and Weissig, Helge and Shindyalov, Ilya N and Bourne, Philip E},
journal = {Nucleic Acids Research},
volume = {28},
number = {1},
year = {2000},
publisher = {Oxford University Press}
}
@Article{ bernton2019schr,
title = {{Schr{\"o}dinger Bridge Samplers}},
author = {Bernton, Espen and Heng, Jeremy and Doucet, Arnaud and Jacob, Pierre E},
journal = {arXiv Preprint arXiv:1912.13170},
year = {2019}
}
@Article{ berry2021nuclear,
title = {{Feedback from nuclear RNA on transcription promotes robust RNA concentration homeostasis in human cells}},
author = {Berry, Scott and M{\"u}ller, Micha and Rai, Arpan and Pelkmans, Lucas},
journal = {Cell Systems},
volume = {13},
number = {6},
year = {2022},
publisher={Elsevier}
}
@InProceedings{ brandstetter2022message,
title = {{Message Passing Neural PDE Solvers}},
author = {Brandstetter, Johannes and Worrall, Daniel and Welling, Max},
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