Published in: LIPIcs, Volume 287, 15th Innovations in Theoretical Computer Science Conference (ITCS 2024)
Jarosław Błasiok, Parikshit Gopalan, Lunjia Hu, Adam Tauman Kalai, and Preetum Nakkiran. Loss Minimization Yields Multicalibration for Large Neural Networks. In 15th Innovations in Theoretical Computer Science Conference (ITCS 2024). Leibniz International Proceedings in Informatics (LIPIcs), Volume 287, pp. 17:1-17:21, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2024)
@InProceedings{blasiok_et_al:LIPIcs.ITCS.2024.17, author = {B{\l}asiok, Jaros{\l}aw and Gopalan, Parikshit and Hu, Lunjia and Kalai, Adam Tauman and Nakkiran, Preetum}, title = {{Loss Minimization Yields Multicalibration for Large Neural Networks}}, booktitle = {15th Innovations in Theoretical Computer Science Conference (ITCS 2024)}, pages = {17:1--17:21}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-309-6}, ISSN = {1868-8969}, year = {2024}, volume = {287}, editor = {Guruswami, Venkatesan}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ITCS.2024.17}, URN = {urn:nbn:de:0030-drops-195452}, doi = {10.4230/LIPIcs.ITCS.2024.17}, annote = {Keywords: Multi-group fairness, loss minimization, neural networks} }
Published in: LIPIcs, Volume 251, 14th Innovations in Theoretical Computer Science Conference (ITCS 2023)
Parikshit Gopalan, Lunjia Hu, Michael P. Kim, Omer Reingold, and Udi Wieder. Loss Minimization Through the Lens Of Outcome Indistinguishability. In 14th Innovations in Theoretical Computer Science Conference (ITCS 2023). Leibniz International Proceedings in Informatics (LIPIcs), Volume 251, pp. 60:1-60:20, Schloss Dagstuhl - Leibniz-Zentrum für Informatik (2023)
@InProceedings{gopalan_et_al:LIPIcs.ITCS.2023.60, author = {Gopalan, Parikshit and Hu, Lunjia and Kim, Michael P. and Reingold, Omer and Wieder, Udi}, title = {{Loss Minimization Through the Lens Of Outcome Indistinguishability}}, booktitle = {14th Innovations in Theoretical Computer Science Conference (ITCS 2023)}, pages = {60:1--60:20}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-263-1}, ISSN = {1868-8969}, year = {2023}, volume = {251}, editor = {Tauman Kalai, Yael}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ITCS.2023.60}, URN = {urn:nbn:de:0030-drops-175635}, doi = {10.4230/LIPIcs.ITCS.2023.60}, annote = {Keywords: Loss Minimization, Indistinguishability} }
Published in: LIPIcs, Volume 251, 14th Innovations in Theoretical Computer Science Conference (ITCS 2023)
Michael P. Kim and Juan C. Perdomo. Making Decisions Under Outcome Performativity. In 14th Innovations in Theoretical Computer Science Conference (ITCS 2023). Leibniz International Proceedings in Informatics (LIPIcs), Volume 251, pp. 79:1-79:15, Schloss Dagstuhl - Leibniz-Zentrum für Informatik (2023)
@InProceedings{kim_et_al:LIPIcs.ITCS.2023.79, author = {Kim, Michael P. and Perdomo, Juan C.}, title = {{Making Decisions Under Outcome Performativity}}, booktitle = {14th Innovations in Theoretical Computer Science Conference (ITCS 2023)}, pages = {79:1--79:15}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-263-1}, ISSN = {1868-8969}, year = {2023}, volume = {251}, editor = {Tauman Kalai, Yael}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ITCS.2023.79}, URN = {urn:nbn:de:0030-drops-175824}, doi = {10.4230/LIPIcs.ITCS.2023.79}, annote = {Keywords: performative prediction, outcome indistinguishability} }
Published in: LIPIcs, Volume 215, 13th Innovations in Theoretical Computer Science Conference (ITCS 2022)
Parikshit Gopalan, Adam Tauman Kalai, Omer Reingold, Vatsal Sharan, and Udi Wieder. Omnipredictors. In 13th Innovations in Theoretical Computer Science Conference (ITCS 2022). Leibniz International Proceedings in Informatics (LIPIcs), Volume 215, pp. 79:1-79:21, Schloss Dagstuhl - Leibniz-Zentrum für Informatik (2022)
@InProceedings{gopalan_et_al:LIPIcs.ITCS.2022.79, author = {Gopalan, Parikshit and Kalai, Adam Tauman and Reingold, Omer and Sharan, Vatsal and Wieder, Udi}, title = {{Omnipredictors}}, booktitle = {13th Innovations in Theoretical Computer Science Conference (ITCS 2022)}, pages = {79:1--79:21}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-217-4}, ISSN = {1868-8969}, year = {2022}, volume = {215}, editor = {Braverman, Mark}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ITCS.2022.79}, URN = {urn:nbn:de:0030-drops-156755}, doi = {10.4230/LIPIcs.ITCS.2022.79}, annote = {Keywords: Loss-minimzation, multi-group fairness, agnostic learning, boosting} }
Published in: LIPIcs, Volume 169, 35th Computational Complexity Conference (CCC 2020)
Kuan Cheng and William M. Hoza. Hitting Sets Give Two-Sided Derandomization of Small Space. In 35th Computational Complexity Conference (CCC 2020). Leibniz International Proceedings in Informatics (LIPIcs), Volume 169, pp. 10:1-10:25, Schloss Dagstuhl - Leibniz-Zentrum für Informatik (2020)
@InProceedings{cheng_et_al:LIPIcs.CCC.2020.10, author = {Cheng, Kuan and Hoza, William M.}, title = {{Hitting Sets Give Two-Sided Derandomization of Small Space}}, booktitle = {35th Computational Complexity Conference (CCC 2020)}, pages = {10:1--10:25}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-156-6}, ISSN = {1868-8969}, year = {2020}, volume = {169}, editor = {Saraf, Shubhangi}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.CCC.2020.10}, URN = {urn:nbn:de:0030-drops-125625}, doi = {10.4230/LIPIcs.CCC.2020.10}, annote = {Keywords: hitting sets, derandomization, read-once branching programs} }
Published in: LIPIcs, Volume 151, 11th Innovations in Theoretical Computer Science Conference (ITCS 2020)
Parikshit Gopalan, Roie Levin, and Udi Wieder. Finding Skewed Subcubes Under a Distribution. In 11th Innovations in Theoretical Computer Science Conference (ITCS 2020). Leibniz International Proceedings in Informatics (LIPIcs), Volume 151, pp. 84:1-84:30, Schloss Dagstuhl - Leibniz-Zentrum für Informatik (2020)
@InProceedings{gopalan_et_al:LIPIcs.ITCS.2020.84, author = {Gopalan, Parikshit and Levin, Roie and Wieder, Udi}, title = {{Finding Skewed Subcubes Under a Distribution}}, booktitle = {11th Innovations in Theoretical Computer Science Conference (ITCS 2020)}, pages = {84:1--84:30}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-134-4}, ISSN = {1868-8969}, year = {2020}, volume = {151}, editor = {Vidick, Thomas}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ITCS.2020.84}, URN = {urn:nbn:de:0030-drops-117691}, doi = {10.4230/LIPIcs.ITCS.2020.84}, annote = {Keywords: Fourier Analysis, Anomaly Detection, Algorithmic Fairness, Probability, Unsupervised Learning} }
Published in: LIPIcs, Volume 137, 34th Computational Complexity Conference (CCC 2019)
Xin Li. Non-Malleable Extractors and Non-Malleable Codes: Partially Optimal Constructions. In 34th Computational Complexity Conference (CCC 2019). Leibniz International Proceedings in Informatics (LIPIcs), Volume 137, pp. 28:1-28:49, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2019)
@InProceedings{li:LIPIcs.CCC.2019.28, author = {Li, Xin}, title = {{Non-Malleable Extractors and Non-Malleable Codes: Partially Optimal Constructions}}, booktitle = {34th Computational Complexity Conference (CCC 2019)}, pages = {28:1--28:49}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-116-0}, ISSN = {1868-8969}, year = {2019}, volume = {137}, editor = {Shpilka, Amir}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.CCC.2019.28}, URN = {urn:nbn:de:0030-drops-108507}, doi = {10.4230/LIPIcs.CCC.2019.28}, annote = {Keywords: extractor, non-malleable, privacy, codes} }
Published in: LIPIcs, Volume 137, 34th Computational Complexity Conference (CCC 2019)
Dean Doron, Pooya Hatami, and William M. Hoza. Near-Optimal Pseudorandom Generators for Constant-Depth Read-Once Formulas. In 34th Computational Complexity Conference (CCC 2019). Leibniz International Proceedings in Informatics (LIPIcs), Volume 137, pp. 16:1-16:34, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2019)
@InProceedings{doron_et_al:LIPIcs.CCC.2019.16, author = {Doron, Dean and Hatami, Pooya and Hoza, William M.}, title = {{Near-Optimal Pseudorandom Generators for Constant-Depth Read-Once Formulas}}, booktitle = {34th Computational Complexity Conference (CCC 2019)}, pages = {16:1--16:34}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-116-0}, ISSN = {1868-8969}, year = {2019}, volume = {137}, editor = {Shpilka, Amir}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.CCC.2019.16}, URN = {urn:nbn:de:0030-drops-108382}, doi = {10.4230/LIPIcs.CCC.2019.16}, annote = {Keywords: Pseudorandom generators, Constant-depth formulas, Explicit constructions} }
Published in: LIPIcs, Volume 137, 34th Computational Complexity Conference (CCC 2019)
Chin Ho Lee. Fourier Bounds and Pseudorandom Generators for Product Tests. In 34th Computational Complexity Conference (CCC 2019). Leibniz International Proceedings in Informatics (LIPIcs), Volume 137, pp. 7:1-7:25, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2019)
@InProceedings{lee:LIPIcs.CCC.2019.7, author = {Lee, Chin Ho}, title = {{Fourier Bounds and Pseudorandom Generators for Product Tests}}, booktitle = {34th Computational Complexity Conference (CCC 2019)}, pages = {7:1--7:25}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-116-0}, ISSN = {1868-8969}, year = {2019}, volume = {137}, editor = {Shpilka, Amir}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.CCC.2019.7}, URN = {urn:nbn:de:0030-drops-108296}, doi = {10.4230/LIPIcs.CCC.2019.7}, annote = {Keywords: bounded independence plus noise, Fourier spectrum, product test, pseudorandom generators} }
Published in: LIPIcs, Volume 137, 34th Computational Complexity Conference (CCC 2019)
Eshan Chattopadhyay, Anindya De, and Rocco A. Servedio. Simple and Efficient Pseudorandom Generators from Gaussian Processes. In 34th Computational Complexity Conference (CCC 2019). Leibniz International Proceedings in Informatics (LIPIcs), Volume 137, pp. 4:1-4:33, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2019)
@InProceedings{chattopadhyay_et_al:LIPIcs.CCC.2019.4, author = {Chattopadhyay, Eshan and De, Anindya and Servedio, Rocco A.}, title = {{Simple and Efficient Pseudorandom Generators from Gaussian Processes}}, booktitle = {34th Computational Complexity Conference (CCC 2019)}, pages = {4:1--4:33}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-116-0}, ISSN = {1868-8969}, year = {2019}, volume = {137}, editor = {Shpilka, Amir}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.CCC.2019.4}, URN = {urn:nbn:de:0030-drops-108262}, doi = {10.4230/LIPIcs.CCC.2019.4}, annote = {Keywords: Polynomial threshold functions, Gaussian processes, Johnson-Lindenstrauss, pseudorandom generators} }
Published in: LIPIcs, Volume 137, 34th Computational Complexity Conference (CCC 2019)
Shachar Lovett, Noam Solomon, and Jiapeng Zhang. From DNF Compression to Sunflower Theorems via Regularity. In 34th Computational Complexity Conference (CCC 2019). Leibniz International Proceedings in Informatics (LIPIcs), Volume 137, pp. 5:1-5:14, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2019)
@InProceedings{lovett_et_al:LIPIcs.CCC.2019.5, author = {Lovett, Shachar and Solomon, Noam and Zhang, Jiapeng}, title = {{From DNF Compression to Sunflower Theorems via Regularity}}, booktitle = {34th Computational Complexity Conference (CCC 2019)}, pages = {5:1--5:14}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-116-0}, ISSN = {1868-8969}, year = {2019}, volume = {137}, editor = {Shpilka, Amir}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.CCC.2019.5}, URN = {urn:nbn:de:0030-drops-108277}, doi = {10.4230/LIPIcs.CCC.2019.5}, annote = {Keywords: DNF sparsification, sunflower conjecture, regular set systems} }
Published in: LIPIcs, Volume 137, 34th Computational Complexity Conference (CCC 2019)
Nader H. Bshouty. Almost Optimal Distribution-Free Junta Testing. In 34th Computational Complexity Conference (CCC 2019). Leibniz International Proceedings in Informatics (LIPIcs), Volume 137, pp. 2:1-2:13, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2019)
@InProceedings{bshouty:LIPIcs.CCC.2019.2, author = {Bshouty, Nader H.}, title = {{Almost Optimal Distribution-Free Junta Testing}}, booktitle = {34th Computational Complexity Conference (CCC 2019)}, pages = {2:1--2:13}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-116-0}, ISSN = {1868-8969}, year = {2019}, volume = {137}, editor = {Shpilka, Amir}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.CCC.2019.2}, URN = {urn:nbn:de:0030-drops-108249}, doi = {10.4230/LIPIcs.CCC.2019.2}, annote = {Keywords: Distribution-free property testing, k-Junta} }
Published in: LIPIcs, Volume 50, 31st Conference on Computational Complexity (CCC 2016)
Parikshit Gopalan, Rocco A. Servedio, and Avi Wigderson. Degree and Sensitivity: Tails of Two Distributions. In 31st Conference on Computational Complexity (CCC 2016). Leibniz International Proceedings in Informatics (LIPIcs), Volume 50, pp. 13:1-13:23, Schloss Dagstuhl - Leibniz-Zentrum für Informatik (2016)
@InProceedings{gopalan_et_al:LIPIcs.CCC.2016.13, author = {Gopalan, Parikshit and Servedio, Rocco A. and Wigderson, Avi}, title = {{Degree and Sensitivity: Tails of Two Distributions}}, booktitle = {31st Conference on Computational Complexity (CCC 2016)}, pages = {13:1--13:23}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-008-8}, ISSN = {1868-8969}, year = {2016}, volume = {50}, editor = {Raz, Ran}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.CCC.2016.13}, URN = {urn:nbn:de:0030-drops-58488}, doi = {10.4230/LIPIcs.CCC.2016.13}, annote = {Keywords: Boolean functions, random restrictions, Fourier analysis} }
Published in: LIPIcs, Volume 40, Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques (APPROX/RANDOM 2015)
Mark Bun and Thomas Steinke. Weighted Polynomial Approximations: Limits for Learning and Pseudorandomness. In Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques (APPROX/RANDOM 2015). Leibniz International Proceedings in Informatics (LIPIcs), Volume 40, pp. 625-644, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2015)
@InProceedings{bun_et_al:LIPIcs.APPROX-RANDOM.2015.625, author = {Bun, Mark and Steinke, Thomas}, title = {{Weighted Polynomial Approximations: Limits for Learning and Pseudorandomness}}, booktitle = {Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques (APPROX/RANDOM 2015)}, pages = {625--644}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-939897-89-7}, ISSN = {1868-8969}, year = {2015}, volume = {40}, editor = {Garg, Naveen and Jansen, Klaus and Rao, Anup and Rolim, Jos\'{e} D. P.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.APPROX-RANDOM.2015.625}, URN = {urn:nbn:de:0030-drops-53274}, doi = {10.4230/LIPIcs.APPROX-RANDOM.2015.625}, annote = {Keywords: Polynomial Approximations, Pseudorandomness, Concentration, Learning Theory, Halfspaces} }
Published in: LIPIcs, Volume 33, 30th Conference on Computational Complexity (CCC 2015)
Abhishek Bhowmick and Shachar Lovett. Nonclassical Polynomials as a Barrier to Polynomial Lower Bounds. In 30th Conference on Computational Complexity (CCC 2015). Leibniz International Proceedings in Informatics (LIPIcs), Volume 33, pp. 72-87, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2015)
@InProceedings{bhowmick_et_al:LIPIcs.CCC.2015.72, author = {Bhowmick, Abhishek and Lovett, Shachar}, title = {{Nonclassical Polynomials as a Barrier to Polynomial Lower Bounds}}, booktitle = {30th Conference on Computational Complexity (CCC 2015)}, pages = {72--87}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-939897-81-1}, ISSN = {1868-8969}, year = {2015}, volume = {33}, editor = {Zuckerman, David}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.CCC.2015.72}, URN = {urn:nbn:de:0030-drops-50491}, doi = {10.4230/LIPIcs.CCC.2015.72}, annote = {Keywords: nonclassical polynomials, polynomials, lower bounds, barrier} }
Feedback for Dagstuhl Publishing