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Sanjeev Arora. Research Interest: Developing mathematical and conceptual understanding to enable better and safer AI. Charles C. Fitzmorris Professor of Computer Science Director, Princeton Language and Intelligence PhD, UC Berkeley 1994
Sanjeev Arora (born January 1968) is an Indian American theoretical computer scientist who works in AI and Machine learning.
Sanjeev Arora. Professor of Computer Science, Princeton University. Verified email at cs.princeton.edu - Homepage. theoretical machine learning theoretical computer science. Articles Cited by Public access Co-authors. Title. ... S Arora, SS Du, W Hu, Z Li, R Salakhutdinov, R Wang. Neurips 2019 arXiv preprint arXiv:1904.11955, 2019. 911: 2019: Generalization and equilibrium in generative adversarial nets (gans)
Sanjeev Arora is the Charles C. Fitzmorris Professor in Computer Science. He joined Princeton in 1994 after earning his PhD from the UC Berkeley.
Education. SB in Math with Computer Science, MIT, 1990. (Also attended IIT Kanpur in India 1986-88 before transfering.) PhD in Computer Science, UC Berkeley, 1994. Dissertation topic: Probabilistic checking of proofs and the hardness of approximation problems. Advisor: Umesh Vazirani.
Sanjeev Arora Charles C. Fitzmorris Professor in Computer Science. Website: http://unsupervised.cs.princeton.edu/ Email: arora@cs.Princeton.EDU. Office: Computer Science Building, 307. Phone: 609-258-3869. Research interests: Theoretical computer science and theoretical machine learning. Computational complexity (especially probabilistically ...
The goal of our group is to provide algorithms with such performance guarantees. This can involve designing fundamentally new algorithms, or proving such guarantees for existing algorithms. A lot of our work has been devoted to obtaining better mathematical understanding of deep learning.
Sanjeev Arora is Charles C. Fitzmorris Professor of Computer Science at Princeton University. He got his PhD at UC Berkeley in 1994. His research area spans several areas of theoretical Computer Science, including computational complexity and algorithm design, and theoretical problems in machine learning.
Explaining Landscape Connectivity of Low-cost Solutions for Multilayer Nets. NeurIPS 2019 (Rohith Kuditipudi, Xiang Wang, Holden Lee, Yi Zhang, Zhiyuan Li, Wei Hu, Sanjeev Arora, Rong Ge) Provably Efficient Q-learning with Function Approximation via Distribution Shift Error Checking Oracle.
Sanjeev ARORA | Cited by 15,660 | of Princeton University, New Jersey (PU) | Read 159 publications | Contact Sanjeev ARORA
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Professor Arora was the founding director and lead PI at the Center for Computational Intractability in 2008, a project funded partly by an NSF Expeditions in Computing grant. Sanjeev Arora is the Charles C. Fitzmorris Professor in Computer Science.
May 2, 2018 · Sanjeev Arora, the Charles C. Fitzmorris Professor in Computer Science, has been elected to the National Academy of Sciences. Arora is one of six Princeton faculty members elected as new members in recognition of their distinguished and continuing achievements in original research.
Sanjeev Arora and Boaz Barak Cambridge University Press. This is a textbook on computational complexity theory. It is intended as a text for an advanced undergraduate course or introductory graduate course, or as a reference for researchers and students in computer science and allied fields such as mathematics and physics.
Assistant Professor of Computer Science, Princeton University. Visiting Professor, Weizmann Institute (Feb'07{June'07) Visiting re-searcher, Microsoft Research (Sept'06{Jan'07) Visiting Associate Pro-fessor, UC Berkeley (Sept'01{June'02). Education. Ph.D., Computer Science, UC Berkeley, 1994. Advisor: U.V. Vazirani S.B., Math with CS, MIT, 1990.
Oct 15, 2019 · Sanjeev Arora is interested in achieving better theoretical understanding of methods in machine learning that are empirically successful, especially NP-complete problems that seem solvable in practice. Current topics of interest include unsupervised learning, generative models, deep learning, natural language processing, and reinforcement learning.
The victim, head constable Jagdeep Singh, is a resident of Shiv Colony in Haryana’s Karnal. The victim said that he is from the Punjab Armed Police and is deputed with MP Sanjeev Arora as a driver.
A head constable deputed as a driver with Aam Aadmi Party (AAP) Rajya Sabha member Sanjeev Arora was injured after an allegedly speeding bike hit him on Jamalpur Road. The policeman suffered a ...
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I received my PhD from the Computer Science Department at Princeton University in 2022, where I was advised by Prof. Sanjeev Arora. I was a postdoctoral fellow in Computer Science Department at Stanford University, working with Tengyu Ma. I did my undergraduate study at Yao Class (2013-2017), Tsinghua University. [Email] [Google Scholar] [Twitter]
The Approximability of NP-hard problems. Sanjeev Arora. Survey based upon a plenary lecture at ACM STOC'98. [ Postscript ] Hardness of Approximations. Sanjeev Arora and Carsten Lund. In Approximation Algorithms for NP-hard Problems, Dorit Hochbaum, Ed. PWS Publishing , 1996.
Apr 4, 2023 · Wise roughly has 5,000 (GBP) per customer per quarter in terms of volume, and they charge a 65 basis point ( 0.65%) take rate at a 60% gross profit margin to the customers as a cross-border fee ...
16 Jharkhand 240311079799 ARYAN SANJEEV ARORA 99.0311947 17 Karnataka 240310539945 ANIRUDHA SHARAN 99.7105644 18 Kerala 240310731629 Y SANJANA 99.9477408 19 Ladakh 240310426783 ANANTHAN R 99.9477408 20 Lakshadweep 240310648642 JIGMET GYATSO 83.4539315 21 Madhya Pradesh 240311036010 SWAFVATHULLA CM 77.6571796 22 Maharashtra 240310228251 SHASHANK MANGAL 99.871362 23 Manipur ...
This is a graduate course focused on research in theoretical aspects of deep learning. In recent years, deep learning has become the central paradigm of machine learning and related fields such as computer vision and natural language processing. But mathematical understanding for many aspects of this endeavor are still lacking.
Jun 7, 2024 · Confirming the development on Saturday, Rajya Sabha MP Sanjeev Arora said he got the information about the final approval by senior officers of NHAI in New Delhi; Read the full story here.
