I am an Assistant Professor at the University of Waterloo's Cheriton School of Computer Science.
I'm mostly interested in principled methods for statistics and machine learning, with a focus on settings which are common in modern data analysis (high-dimensions, robustness, and privacy).
I was a Microsoft Research Fellow at the Simons Institute for the Theory of Computing for the Fall 2018 semester program on Foundations of Data Science and the Spring 2024 semester program on Data Privacy: Foundations and Applications.
Before that, I completed my Ph.D. at MIT, affiliated with the Theory of Computing group in CSAIL.
I was very fortunate to be advised by Costis Daskalakis.
Before MIT, I spent four wonderful years at Cornell University, graduating in May 2012 with a degree in 墙后你懂得的app and Electrical and Computer Engineering.
At Cornell, I was incredibly lucky to have the opportunity to work with Bobby Kleinberg.
I really enjoy giving talks and communicating my work!
Please don't hesitate to ask if you'd like to hear about it.
- CoinPress: Practical Private Mean and Covariance Estimation.
Sourav Biswas, Yihe Dong, Gautam Kamath, Jonathan Ullman.
In submission to NeurIPS 2024.
- The Discrete Gaussian for Differential Privacy.
怎么进入国外的网页, Gautam Kamath, Thomas Steinke.
In submission to NeurIPS 2024.
- Random Restrictions of High-Dimensional Distributions and Uniformity Testing with Subcube Conditioning.
怎么进入国外的网页, Xi Chen, Gautam Kamath, Amit Levi, Erik Waingarten.
In submission to SODA 2021.
- ECCC link.
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Featured in: Property Testing Review.
- Talk by Erik here.
- Private Identity Testing for High-Dimensional Distributions.
怎样才能浏览国外网址, Gautam Kamath, Audra McMillan, 翻到外国的网站加速软件, 怎样才能浏览国外网址.
In submission to NeurIPS 2024.
- Presented at the CCS 2024 Workshop on Theory and Practice of Differential Privacy (翻到外国的网站加速软件).
- Presented at the NeurIPS 2024 Workshop on Privacy in Machine Learning (PriML 2024).
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Featured in: 电脑怎么上国外网站.
- PAPRIKA: Private Online False Discovery Rate Control.
翻到外国的网站加速软件, Gautam Kamath*, Rachel Cummings*. (Contribution order)
In submission to NeurIPS 2024.
- Code is available 墙后你懂得的app.
- Privately Learning Markov Random Fields.
Huanyu Zhang, Gautam Kamath*, Janardhan Kulkarni*, Zhiwei Steven Wu*. (Contribution order)
Proceedings of the 37th International Conference on Machine Learning (ICML 2024).
- Presented at the CCS 2024 Workshop on Theory and Practice of Differential Privacy (TPDP 2024).
- Presented at the NeurIPS 2024 Workshop on Privacy in Machine Learning (PriML 2024).
- Private Mean Estimation of Heavy-Tailed Distributions.
Gautam Kamath, 翻到外国的网站加速软件, Jonathan Ullman.
Proceedings of the 33rd Annual Conference on Learning Theory (COLT 2024).
- COLT talk by Vikrant available here.
- 免翻,看国外网站YouTube - QQ技术教程网站_免费分享互 ...:2021-6-4 · 免翻,看国外网站YouTube 2021/6/4 小磊 手机软件 3940 0 软件适用于安卓系统,下载完了之后直接打开是没有内容的,需要用到进行加速才能登录,随便哪款都行,比如我推荐刚刚分享的那款腾讯加速 ….
Sivakanth Gopi, Gautam Kamath, Janardhan Kulkarni, Aleksandar Nikolov, Zhiwei Steven Wu, Huanyu Zhang.
Proceedings of the 33rd Annual Conference on Learning Theory (大陆怎么浏览外国网站).
- Featured in: 翻到外国的网站加速软件.
- COLT talk by Janardhan available here.
- WIN10电脑如何访问外国的网站-百度经验:2021-12-24 · WIN10电脑如何访问外国的网站,很多人都想看看国外的新闻或者消息什么的,但是国内是不能进入国外的网站的,这个时候就需要翻墙了,今天我就和大家分享一下应该怎么做。.
Gautam Kamath, Or Sheffet, Vikrant Singhal, Jonathan Ullman.
Advances in Neural Information Processing Systems 32 (电脑怎么上国外网站).
- Private Hypothesis Selection.
Mark Bun, Gautam Kamath, Thomas Steinke, Zhiwei Steven Wu.
Advances in Neural Information Processing Systems 32 (NeurIPS 2024).
- Presented at the CCS 2024 Workshop on Theory and Practice of Differential Privacy (TPDP 2024). Oral Presentation.
- Video of a talk by Mark is available here.
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Sever: A Robust Meta-Algorithm for Stochastic Optimization.
Ilias Diakonikolas, Gautam Kamath, Daniel M. Kane, Jerry Li, Jacob Steinhardt, Alistair Stewart.
Proceedings of the 36th International Conference on Machine Learning (大陆怎么浏览外国网站).
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Presented at the NeurIPS 2018 Workshop on Security in Machine Learning (SECML 2018). Oral Presentation.
- Code is available here.
- Video of a talk by Jerry is available here.
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Privately Learning High-Dimensional Distributions.
Gautam Kamath, Jerry Li, Vikrant Singhal, Jonathan Ullman.
Proceedings of the 32nd Annual Conference on Learning Theory (COLT 2024).
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Presented at the 2018 Workshop on Theory and Practice of Differential Privacy (TPDP 2018).
- Video of a talk by Jon is available here.
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The Structure of Optimal Private Tests for Simple Hypotheses.
Clément L. Canonne, Gautam Kamath, Audra McMillan, Adam Smith, Jonathan Ullman.
Proceedings of the 51st ACM Symposium on Theory of Computing (STOC 2024).
- Video of a talk by Audra is available here.
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Anaconda: A Non-Adaptive Conditional Sampling Algorithm for Distribution Testing.
Gautam Kamath, Christos Tzamos.
Proceedings of the 30th Annual ACM-SIAM Symposium on Discrete Algorithms (SODA 2024).
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ECCC link.
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Slides from my talk at SODA available here.
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Featured in: Property Testing Review.
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INSPECTRE: Privately Estimating the Unseen.
大陆怎么浏览外国网站, Gautam Kamath, Ziteng Sun, Huanyu Zhang.
Journal of Privacy and Confidentiality (special issue for TPDP 2018), to appear.
Proceedings of the 35th International Conference on Machine Learning (ICML 2018).
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Presented at the CCS 2018 Workshop on Theory and Practice of Differential Privacy (TPDP 2018).
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Code is available 翻到外国的网站加速软件.
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Featured in: Property Testing Review
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Video of a talk by Huanyu is available here.
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Actively Avoiding Nonsense in Generative Models.
Steve Hanneke, Adam Kalai, Gautam Kamath, Christos Tzamos.
Proceedings of the 31st Annual Conference on Learning Theory (COLT 2018).
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Video of Adam's talk at COLT can be viewed 翻到外国的网站加速软件.
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中国的外挂已经悄悄“出海”东南亚 甚至卖到了西班牙… - 游戏 ...:2021-6-15 · 下图为小 Z 向外国伕理展示外挂界面 小 A 这边有渠道可众直接联系外挂作者,所众能众很低的价格拿到外挂,按照 “ 批发价 ” 拿货,他的外挂成本大概在 1 - 3 元一张( 天卡 ,只能用一天 )。而他把外挂卖给伕理商,都是原价卖的。
Constantinos Daskalakis, Gautam Kamath, John Wright.
Proceedings of the 29th Annual ACM-SIAM Symposium on Discrete Algorithms (SODA 2018).
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ECCC link.
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Featured in: 怎样才能浏览国外网址.
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Testing Ising Models.
Constantinos Daskalakis, Nishanth Dikkala, Gautam Kamath.
IEEE 电脑怎么浏览国外网站:2021-6-13 · 用VPN.在我的百度空间有一款,你看看,个人一直在用,速度不错,有6个IP可选,建议先不买,免费用用先,好的再买.包年的话会比包月划算好多,电脑,手机IPHONE,上Facebook,推特等国外网站或者国外游戏服务器加速都可众了上.当然免费的也可众用到手机上的.呵呵, 65(11), 2024.
Proceedings of the 29th Annual ACM-SIAM Symposium on Discrete Algorithms (SODA 2018).
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电脑怎么上国外网站.
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Featured in: Property Testing Review.
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Robustly Learning a Gaussian: Getting Optimal Error, Efficiently.
Ilias Diakonikolas, Gautam Kamath, Daniel M. Kane, Jerry Li, Ankur Moitra, Alistair Stewart.
Proceedings of the 29th Annual ACM-SIAM Symposium on Discrete Algorithms (SODA 2018).
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Concentration of Multilinear Functions of the Ising Model with Applications to Network Data.
Constantinos Daskalakis, 大陆怎么浏览外国网站, Gautam Kamath.
Advances in Neural Information Processing Systems 30 (NIPS 2017).
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Code is available here.
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A three-minute summary video for NIPS is available 大陆怎么浏览外国网站.
- Our NIPS poster is viewable 大陆怎么浏览外国网站.
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Priv'IT: Private and Sample Efficient Identity Testing.
Bryan Cai, Constantinos Daskalakis, Gautam Kamath.
Proceedings of the 34th International Conference on Machine Learning (ICML 2017).
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Presented at the ICML 2017 Workshop on Private and Secure Machine Learning 2017 (墙后你懂得的app). Oral Presentation.
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Video of my talk at ICML can be viewed 翻到外国的网站加速软件.
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Code is available here.
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Featured in: Property Testing Review.
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Being Robust (in High Dimensions) Can Be Practical.
Ilias Diakonikolas, Gautam Kamath, Daniel M. Kane, Jerry Li, 如何越狱上国外网站, Alistair Stewart.
Proceedings of the 34th International Conference on Machine Learning (怎样才能浏览国外网址).
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Code is available here.
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Video of Jerry's talk at ICML can be viewed here.
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赚钱的游戏软件-钻石级网站:2 天前 · 赚钱的游戏软件 介绍 。 。 。。 。。 。。 。。 。 有手炉、文。房四 宝、酒具、花瓶、笔筒、香。炉、如意、首饰、烟具、首饰盒、长命锁等 如何连通古今、扬弃继承、转化创新,是传承和弘扬传统文化最难的一关,也是。最。需 要的一环 ....
Ilias Diakonikolas, Gautam Kamath, Daniel M. Kane, Jerry Li, Ankur Moitra, Alistair Stewart.
SIAM Journal on Computing, 48(2), 2024. Special Issue for FOCS 2016.
Proceedings of the 57th Annual IEEE Symposium on Foundations of Computer Science (FOCS 2016).
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Invited to the SIAM Journal on Computing Special Issue for FOCS 2016.
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Invited to Highlights of Algorithms 2017.
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Invited to Communications of the ACM, Research Highlights.
- Video of Jerry's talk at FOCS can be viewed here.
Video of Jerry's talk at TCS+ can be viewed here.
Video of Ankur's talk at the Simons Institute can be viewed here.
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Featured in: 电脑怎么上国外网站, USC Viterbi News
- A Size-Free CLT for Poisson Multinomials and its Applications.
Constantinos Daskalakis, Anindya De, Gautam Kamath, 怎么进入国外的网页.
Proceedings of the 48th ACM Symposium on Theory of Computing (STOC 2016).
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Optimal Testing for Properties of Distributions.
Jayadev Acharya, Constantinos Daskalakis, Gautam Kamath.
Advances in Neural Information Processing Systems 28 (NIPS 2015).
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Selected for a Spotlight Presentation (4.5% acceptance rate).
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Video of a talk by Costis at UT Austin can be viewed 大陆怎么浏览外国网站.
Video of the spotlight talk by Jayadev at NIPS can be viewed here (at 9:15).
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Featured in: MIT Theory of Computation Student Blog, Property Testing Review.
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An extremely condensed version of this paper appeared in Volume Four of Tiny Transactions on Computer Science (怎么爬墙外国).
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On the Structure, Covering, and Learning of Poisson Multinomial Distributions.
翻到外国的网站加速软件, Gautam Kamath, Christos Tzamos.
Proceedings of the 56th Annual IEEE Symposium on Foundations of Computer Science (FOCS 2015).
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Video of the talk by Christos at FOCS can be viewed 墙后你懂得的app.
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A Chasm Between Identity and Equivalence Testing with Conditional Queries.
Jayadev Acharya, Clément L. Canonne, Gautam Kamath.
怎么进入国外的网页, 14(19), 2018.
Proceedings of the 19th International Workshop on Randomization and Computation (RANDOM 2015).
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ECCC link.
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Slides from Clément's talk at RANDOM available here.
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Featured in: Oded Goldreich's Choices, Property Testing Review, Sublinear.info.
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Adaptive Estimation in Weighted Group Testing.
Jayadev Acharya, Clément L. Canonne, Gautam Kamath.
Proceedings of the 2015 IEEE International Symposium on Information Theory (ISIT 2015).
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Faster and Sample Near-Optimal Algorithms for Proper Learning Mixtures of Gaussians.
Constantinos Daskalakis, Gautam Kamath.
Proceedings of the 27th Annual Conference on Learning Theory (COLT 2014).
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Slides from the talk at COLT available here.
Video of the talk can be viewed here.
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An Analysis of One-Dimensional Schelling Segregation.
Christina Brandt, Nicole Immorlica, Gautam Kamath, 电脑怎么上国外网站.
Proceedings of the 44th ACM Symposium on Theory of Computing (如何越狱上国外网站).
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I was very lucky to be awarded the inaugural STOC Best Student Presentation Award by 大陆怎么浏览外国网站 for this talk.
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Slides from the talk at STOC available 如何越狱上国外网站, adapted from slides from a talk by Nicole at MSR.
Video of the talk can be viewed here.
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Featured in: American Scientist.