Niraj Kumar

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All published works

Action	Title	Year	Authors
+ PDF Chat	Privacy-preserving quantum federated learning via gradient hiding	2024	Changhao Li Niraj Kumar Zhixin Song Shouvanik Chakrabarti Marco Pistoia
+	Hardness of the Maximum Independent Set Problem on Unit-Disk Graphs and Prospects for Quantum Speedups	2023	Ruben S. Andrist Martin J. A. Schuetz Pierre Minssen Romina Yalovetzky Shouvanik Chakrabarti Dylan Herman Niraj Kumar Grant Salton Ruslan Shaydulin Yue Sun
+	Evidence of Scaling Advantage for the Quantum Approximate Optimization Algorithm on a Classically Intractable Problem	2023	Ruslan Shaydulin Changhao Li Shouvanik Chakrabarti Matthew DeCross Dylan Herman Niraj Kumar Jeffrey Larson Danylo Lykov Pierre Minssen Yue Sun
+	The Adjoint Is All You Need: Characterizing Barren Plateaus in Quantum Ansätze	2023	Enrico Fontana Dylan Herman Shouvanik Chakrabarti Niraj Kumar Romina Yalovetzky Jamie Heredge Shree Hari Sureshbabu Marco Pistoia
+	Des-q: a quantum algorithm to construct and efficiently retrain decision trees for regression and binary classification	2023	Niraj Kumar Romina Yalovetzky Changhao Li Pierre Minssen Marco Pistoia
+	Expressive variational quantum circuits provide inherent privacy in federated learning	2023	Niraj Kumar Jamie Heredge Changhao Li Shaltiel Eloul Shree Hari Sureshbabu Marco Pistoia
+	Privacy-preserving quantum federated learning via gradient hiding	2023	Changhao Li Niraj Kumar Zhixin Song Shouvanik Chakrabarti Marco Pistoia
+ PDF Chat	Variational quantum algorithm for unconstrained black box binary optimization: Application to feature selection	2022	Christa Zoufal Ryan V. Mishmash Nitin Sharma Niraj Kumar Aashish Sheshadri Amol Deshmukh Noelle Ibrahim Julien Gacon Stefan Woerner
+	Integral Transforms in a Physics-Informed (Quantum) Neural Network setting: Applications & Use-Cases	2022	Niraj Kumar Evan John Philip Vincent E. Elfving
+	On the Connection Between Quantum Pseudorandomness and Quantum Hardware Assumptions	2021	Mina Doosti Niraj Kumar Elham Kashefi Kaushik Chakraborty
+	Quantum versus Classical Generative Modelling in Finance	2020	Brian Coyle M. Todd Henderson Justin Chan Jin Le Niraj Kumar Marco Paini Elham Kashefi
+	Stochastic modeling of phenotypic switching and chemoresistance in cancer cell populations	2019	Niraj Kumar Gwendolyn M. Cramer Seyed Alireza Zamani Dahaj Bala Sundaram Jonathan P. Celli Rahul Kulkarni
+	OntoCat: Automatically categorizing knowledge in API Documentation	2016	Niraj Kumar Prémkumar Dévanbu
+	On an inequality involving the complex polynomial and its derivative	2015	Niraj Kumar
+	Exploring the Role of Logically Related Non-Question Phrases for Answering Why-Questions	2013	Niraj Kumar Rashmi Gangadharaiah Kannan Srinathan Vasudeva Varma
+	Statistical Approach for Selecting Elite Ants	2012	G Raghavendra Niraj Kumar

Common Coauthors

Coauthor	Papers Together
Marco Pistoia	7
Shouvanik Chakrabarti	5
Romina Yalovetzky	4
Changhao Li	4
Dylan Herman	3
Pierre Minssen	3
Zhixin Song	2
Elham Kashefi	2
Jamie Heredge	2
Yue Sun	2
Ruslan Shaydulin	2
Shree Hari Sureshbabu	2
Rashmi Gangadharaiah	1
Ruben S. Andrist	1
Martin J. A. Schuetz	1
Amol Deshmukh	1
Brian Neyenhuis	1
Thomas M. Gatterman	1
Matthew DeCross	1
Justin A. Gerber	1
Peter Siegfried	1
Aashish Sheshadri	1
Mitchell Matheny	1
Shaohan Hu	1
Jeffrey Larson	1
Prémkumar Dévanbu	1
Christa Zoufal	1
Evan John Philip	1
Rahul Kulkarni	1
Grant Salton	1
Bala Sundaram	1
Helmut G. Katzgraber	1
G Raghavendra	1
Justin Chan Jin Le	1
Kevin Gilmore	1
Nathan Hewitt	1
Kannan Srinathan	1
Vasudeva Varma	1
Enrico Fontana	1
John Gaebler	1
Seyed Alireza Zamani Dahaj	1
Marco Paini	1
Michael Mills	1
Kaushik Chakraborty	1
Julien Gacon	1
Chandler V. Horst	1
Ryan V. Mishmash	1
Stefan Woerner	1
Steven A. Moses	1
M. Todd Henderson	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Towards Quantum Federated Learning	2023	Chao Ren Han Yu Rudai Yan Minrui Xu Yüan Shen Huihui Zhu Dusit Niyato Zhao Yang Dong L. C. Kwek	2
+ PDF Chat	Exponential Communication Complexity Advantage from Quantum Superposition of the Direction of Communication	2016	Philippe Allard Guérin Adrien Feix Mateus Araújo Časlav Brukner	2
+ PDF Chat	See through Gradients: Image Batch Recovery via GradInversion	2021	Hongxu Yin Arun Mallya Arash Vahdat Jose M. Álvarez Jan Kautz Pavlo Molchanov	2
+ PDF Chat	Communication-Efficient Quantum Algorithm for Distributed Machine Learning	2023	Hao Tang Boning Li Guoqing Wang Haowei Xu Changhao Li Ariel Barr Paola Cappellaro Ju Li	2
+ PDF Chat	Quantum Communication Complexity of Linear Regression	2023	Ashley Montanaro Changpeng Shao	2
+ PDF Chat	Decoy State Quantum Key Distribution	2005	Hoi‐Kwong Lo Xiongfeng Ma Kai Chen	2
+ PDF Chat	Quantum noise protects quantum classifiers against adversaries	2021	Yuxuan Du Min-Hsiu Hsieh Tongliang Liu Dacheng Tao Nana Liu	2
+ PDF Chat	Federated Quantum Machine Learning	2021	Samuel Yen-Chi Chen Shinjae Yoo	2
+	Enhancing Privacy against Inversion Attacks in Federated Learning by using Mixing Gradients Strategies	2022	Shaltiel Eloul Fran Silavong Sanket Kamthe Antonios Georgiadis Sean J. Moran	2
+	Communication-Efficient Learning of Deep Networks from Decentralized Data	2016	H. Brendan McMahan Eider Moore Daniel Ramage Seth Hampson Blaise Agüera y Arcas	2
+ PDF Chat	CryptoQFL: Quantum Federated Learning on Encrypted Data	2023	Cheng Chu Lei Jiang Fan Chen	2
+	Exponential Quantum Communication Advantage in Distributed Learning	2023	Dar Gilboa Jarrod R. McClean	2
+ PDF Chat	Constrained quantum optimization for extractive summarization on a trapped-ion quantum computer	2022	Pradeep Niroula Ruslan Shaydulin Romina Yalovetzky Pierre Minssen Dylan Herman Shaohan Hu Marco Pistoia	2
+ PDF Chat	Deep Learning with Differential Privacy	2016	Martı́n Abadi Andy Chu Ian Goodfellow H. Brendan McMahan Ilya Mironov Kunal Talwar Li Zhang	2
+ PDF Chat	Beyond the Swap Test: Optimal Estimation of Quantum State Overlap	2020	Marco Fanizza Matteo Rosati Michael Skotiniotis John Calsamiglia Vittorio Giovannetti	2
+ PDF Chat	Secure quantum key distribution with realistic devices	2020	Feihu Xu Xiongfeng Ma Qiang Zhang Hoi‐Kwong Lo Jian-Wei Pan	2
+ PDF Chat	Quantum Approximate Optimization Algorithm: Performance, Mechanism, and Implementation on Near-Term Devices	2020	Leo Zhou Sheng-Tao Wang Soonwon Choi Hannes Pichler Mikhail D. Lukin	2
+	R-GAP: Recursive Gradient Attack on Privacy	2020	Junyi Zhu Matthew B. Blaschko	2
+	Evaluating Gradient Inversion Attacks and Defenses in Federated Learning	2021	Yangsibo Huang Samyak Gupta Song Zhao Kai Li Sanjeev Arora	2
+ PDF Chat	No Free Lunch Theorem for Security and Utility in Federated Learning	2022	Xiaojin Zhang Hanlin Gu Lixin Fan Kai Chen Qiang Yang	2
+	Practical Secure Aggregation for Federated Learning on User-Held Data	2016	Keith Bonawitz Vladimir Ivanov Ben Kreuter Antonio Marcedone H. Brendan McMahan Sarvar Patel Daniel Ramage Aaron Segal Karn Seth	2
+	Distributed Quantum Computing: a Survey	2022	Marcello Caleffi Michele Amoretti Davide Ferrari Daniele Cuomo Jessica Illiano Antonio Manzalini Angela Sara Cacciapuoti	2
+	Expressive variational quantum circuits provide inherent privacy in federated learning	2023	Niraj Kumar Jamie Heredge Changhao Li Shaltiel Eloul Shree Hari Sureshbabu Marco Pistoia	2
+ PDF Chat	Multi-client distributed blind quantum computation with the Qline architecture	2023	Beatrice Polacchi Dominik Leichtle Leonardo Limongi Gonzalo Carvacho Giorgio Milani Nicolò Spagnolo Marc Kaplan Fabio Sciarrino Elham Kashefi	2
+	A Quantum Approximate Optimization Algorithm	2014	Edward Farhi Jeffrey Goldstone Sam Gutmann	2
+ PDF Chat	Efficient distributed quantum computing	2013	Robert Beals Stephen Brierley Oliver Gray Aram W. Harrow Samuel Kutin Noah Linden Dan Shepherd Mark Stather	2
+	Quantum cryptography: Public key distribution and coin tossing	2014	Charles H. Bennett Gilles Brassard	2
+ PDF Chat	Private quantum computation: an introduction to blind quantum computing and related protocols	2017	Joseph F. Fitzsimons	2
+	Federated Learning with Quantum Secure Aggregation	2022	Yichi Zhang Chao Zhang Cai Zhang Lixin Fan Bei Zeng Qiang Yang	2
+ PDF Chat	Quantum Protocol for Electronic Voting without Election Authorities	2022	Federico Centrone Eleni Diamanti Iordanis Kerenidis	2
+	ON DATA BANKS AND PRIVACY HOMOMORPHISMS	1978	Ronald L. Rivest Michael L. Dertouzos	2
+ PDF Chat	Quantum Internet: Networking Challenges in Distributed Quantum Computing	2019	Angela Sara Cacciapuoti Marcello Caleffi F. Tafuri F. S. Cataliotti Stefano Gherardini Giuseppe Bianchi	2
+ PDF Chat	Definitions and Security of Quantum Electronic Voting	2021	Myrto Arapinis Nikolaos Lamprou Elham Kashefi Anna Pappa	2
+	iDLG: Improved Deep Leakage from Gradients	2020	Bo Zhao Konda Reddy Mopuri Hakan Bilen	2
+ PDF Chat	Quantum Fingerprinting	2001	Harry Buhrman Richard Cleve John Watrous Ronald de Wolf	2
+ PDF Chat	Quantum cryptography	2002	Nicolas Gisin G. Ribordy Wolfgang Tittel Hugo Zbinden	2
+ PDF Chat	Parameterized quantum circuits as machine learning models	2019	Marcello Benedetti Erika Lloyd Stefan Sack Mattia Fiorentini	2
+ PDF Chat	Towards a distributed quantum computing ecosystem	2020	Daniele Cuomo Marcello Caleffi Angela Sara Cacciapuoti	2
+ PDF Chat	Quantum federated learning through blind quantum computing	2021	Weikang Li Sirui Lu Dong-Ling Deng	2
+	The BOBYQA algorithm for bound constrained optimization without derivatives	2009	M. J. D. Powell	1
+	A Quantum Algorithm for Finding the Minimum	1996	Christoph Dürr Peter Høyer	1
+	Lie Groups Beyond an Introduction	1996	Anthony W. Knapp	1
+	Quantum amplitude amplification and estimation	2002	Gilles Brassard Peter Høyer Michele Mosca Alain Tapp	1
+	Inequalities for a polynomial and its derivative	1988	Abdul Aziz Q. M. Dawood	1
+ PDF Chat	Integration with Respect to the Haar Measure on Unitary, Orthogonal and Symplectic Group	2006	C. Benoît Piotr Śniady	1
+	Analytic Theory of Polynomials	2002	Q I Rahman Gerhard Schmeißer	1
+ PDF Chat	Landscape statistics of the low-autocorrelation binary string problem	2000	Fernando F. Ferreira José F. Fontanari Peter F. Stadler	1
+	Quantum circuit learning	2018	Kosuke Mitarai Makoto Negoro Masahiro Kitagawa Keisuke Fujii	1
+	Inequalities for the derivative of a polynomial	2002	K. K. Dewan Jagjeet Kaur Abdullah Mir	1
+ PDF Chat	Deterministic teleportation of a quantum gate between two logical qubits	2018	Kevin Chou Jacob Blumoff Christopher S. Wang Philip Reinhold Christopher Axline Yvonne Y. Gao Luigi Frunzio Michel Devoret Liang Jiang Robert Schoelkopf	1