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@inproceedings{DBLP:conf/icbinb/AdilaK21, author = {Dyah Adila and Dongyeop Kang}, editor = {Melanie F. Pradier and Aaron Schein and Stephanie L. Hyland and Francisco J. R. Ruiz and Jessica Zosa Forde}, title = {Understanding Out-of-distribution: {A} Perspective of Data Dynamics}, booktitle = {I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021, Virtual Workshop, December 13, 2021}, series = {Proceedings of Machine Learning Research}, volume = {163}, pages = {1--8}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v163/adila22a.html}, timestamp = {Thu, 14 Jul 2022 17:31:05 +0200}, biburl = {https://dblp.org/rec/conf/icbinb/AdilaK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icbinb/BlaasSRAZ21, author = {Arno Blaas and Xavier Suau and Jason Ramapuram and Nicholas Apostoloff and Luca Zappella}, editor = {Melanie F. Pradier and Aaron Schein and Stephanie L. Hyland and Francisco J. R. Ruiz and Jessica Zosa Forde}, title = {Challenges of Adversarial Image Augmentations}, booktitle = {I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021, Virtual Workshop, December 13, 2021}, series = {Proceedings of Machine Learning Research}, volume = {163}, pages = {9--14}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v163/blaas22a.html}, timestamp = {Thu, 14 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icbinb/BlaasSRAZ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icbinb/Borji21, author = {Ali Borji}, editor = {Melanie F. Pradier and Aaron Schein and Stephanie L. Hyland and Francisco J. R. Ruiz and Jessica Zosa Forde}, title = {Shape Defense}, booktitle = {I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021, Virtual Workshop, December 13, 2021}, series = {Proceedings of Machine Learning Research}, volume = {163}, pages = {15--20}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v163/borji22a.html}, timestamp = {Thu, 14 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icbinb/Borji21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icbinb/CateriniL21, author = {Anthony L. Caterini and Gabriel Loaiza{-}Ganem}, editor = {Melanie F. Pradier and Aaron Schein and Stephanie L. Hyland and Francisco J. R. Ruiz and Jessica Zosa Forde}, title = {Entropic Issues in Likelihood-Based {OOD} Detection}, booktitle = {I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021, Virtual Workshop, December 13, 2021}, series = {Proceedings of Machine Learning Research}, volume = {163}, pages = {21--26}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v163/caterini22a.html}, timestamp = {Thu, 14 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icbinb/CateriniL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icbinb/ChatelainDHL21, author = {Am{\'{e}}lie Chatelain and Amine Djeghri and Daniel Hesslow and Julien Launay}, editor = {Melanie F. Pradier and Aaron Schein and Stephanie L. Hyland and Francisco J. R. Ruiz and Jessica Zosa Forde}, title = {Is the Number of Trainable Parameters All That Actually Matters?}, booktitle = {I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021, Virtual Workshop, December 13, 2021}, series = {Proceedings of Machine Learning Research}, volume = {163}, pages = {27--32}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v163/chatelain22a.html}, timestamp = {Thu, 14 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icbinb/ChatelainDHL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icbinb/EastwoodMW21, author = {Cian Eastwood and Ian Mason and Christopher K. I. Williams}, editor = {Melanie F. Pradier and Aaron Schein and Stephanie L. Hyland and Francisco J. R. Ruiz and Jessica Zosa Forde}, title = {Unit-level surprise in neural networks}, booktitle = {I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021, Virtual Workshop, December 13, 2021}, series = {Proceedings of Machine Learning Research}, volume = {163}, pages = {33--40}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v163/eastwood22a.html}, timestamp = {Thu, 14 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icbinb/EastwoodMW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icbinb/HayouDR21, author = {Soufiane Hayou and Arnaud Doucet and Judith Rousseau}, editor = {Melanie F. Pradier and Aaron Schein and Stephanie L. Hyland and Francisco J. R. Ruiz and Jessica Zosa Forde}, title = {The Curse of Depth in Kernel Regime}, booktitle = {I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021, Virtual Workshop, December 13, 2021}, series = {Proceedings of Machine Learning Research}, volume = {163}, pages = {41--47}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v163/hayou22a.html}, timestamp = {Thu, 14 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icbinb/HayouDR21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icbinb/KasturiM21, author = {Nitya Kasturi and Igor L. Markov}, editor = {Melanie F. Pradier and Aaron Schein and Stephanie L. Hyland and Francisco J. R. Ruiz and Jessica Zosa Forde}, title = {Text Ranking and Classification using Data Compression}, booktitle = {I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021, Virtual Workshop, December 13, 2021}, series = {Proceedings of Machine Learning Research}, volume = {163}, pages = {48--53}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v163/kasturi22a.html}, timestamp = {Thu, 14 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icbinb/KasturiM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icbinb/KelzW21, author = {Rainer Kelz and Gerhard Widmer}, editor = {Melanie F. Pradier and Aaron Schein and Stephanie L. Hyland and Francisco J. R. Ruiz and Jessica Zosa Forde}, title = {Nonlinear Denoising, Linear Demixing}, booktitle = {I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021, Virtual Workshop, December 13, 2021}, series = {Proceedings of Machine Learning Research}, volume = {163}, pages = {54--58}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v163/kelz22a.html}, timestamp = {Thu, 14 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icbinb/KelzW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icbinb/MurrayAAH21, author = {Chelsea Murray and James Urquhart Allingham and Javier Antor{\'{a}}n and Jos{\'{e}} Miguel Hern{\'{a}}ndez{-}Lobato}, editor = {Melanie F. Pradier and Aaron Schein and Stephanie L. Hyland and Francisco J. R. Ruiz and Jessica Zosa Forde}, title = {Addressing Bias in Active Learning with Depth Uncertainty Networks... or Not}, booktitle = {I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021, Virtual Workshop, December 13, 2021}, series = {Proceedings of Machine Learning Research}, volume = {163}, pages = {59--63}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v163/murray22a.html}, timestamp = {Thu, 14 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icbinb/MurrayAAH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icbinb/NessU21, author = {Mike Van Ness and Madeleine Udell}, editor = {Melanie F. Pradier and Aaron Schein and Stephanie L. Hyland and Francisco J. R. Ruiz and Jessica Zosa Forde}, title = {{CDF} Normalization for Controlling the Distribution of Hidden Nodes}, booktitle = {I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021, Virtual Workshop, December 13, 2021}, series = {Proceedings of Machine Learning Research}, volume = {163}, pages = {64--68}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v163/ness22a.html}, timestamp = {Thu, 14 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icbinb/NessU21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icbinb/PirozelliC21, author = {Paulo Pirozelli and Jo{\~{a}}o F. N. Cortese}, editor = {Melanie F. Pradier and Aaron Schein and Stephanie L. Hyland and Francisco J. R. Ruiz and Jessica Zosa Forde}, title = {The Beauty Everywhere: How Aesthetic Criteria Contribute to the Development of {AI}}, booktitle = {I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021, Virtual Workshop, December 13, 2021}, series = {Proceedings of Machine Learning Research}, volume = {163}, pages = {69--74}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v163/pirozelli22a.html}, timestamp = {Thu, 14 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icbinb/PirozelliC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icbinb/Rohde21, author = {David Rohde}, editor = {Melanie F. Pradier and Aaron Schein and Stephanie L. Hyland and Francisco J. R. Ruiz and Jessica Zosa Forde}, title = {Causal Inference, is just Inference: {A} beautifully simple idea that not everyone accepts}, booktitle = {I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021, Virtual Workshop, December 13, 2021}, series = {Proceedings of Machine Learning Research}, volume = {163}, pages = {75--79}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v163/rohde22a.html}, timestamp = {Thu, 14 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icbinb/Rohde21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icbinb/WangMW21, author = {Ke Alexander Wang and Danielle C. Maddix and Yuyang Wang}, editor = {Melanie F. Pradier and Aaron Schein and Stephanie L. Hyland and Francisco J. R. Ruiz and Jessica Zosa Forde}, title = {{GOPHER:} Categorical probabilistic forecasting with graph structure via local continuous-time dynamics}, booktitle = {I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021, Virtual Workshop, December 13, 2021}, series = {Proceedings of Machine Learning Research}, volume = {163}, pages = {80--85}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v163/wang22a.html}, timestamp = {Thu, 28 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icbinb/WangMW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/icbinb/2021, editor = {Melanie F. Pradier and Aaron Schein and Stephanie L. Hyland and Francisco J. R. Ruiz and Jessica Zosa Forde}, title = {I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021, Virtual Workshop, December 13, 2021}, series = {Proceedings of Machine Learning Research}, volume = {163}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v163/}, timestamp = {Thu, 14 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icbinb/2021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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