Sameep Mehta

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All published works

Action	Title	Year	Authors
+ PDF Chat	LLMGuard: Guarding against Unsafe LLM Behavior	2024	Shubh Goyal Medha Hira Shubham Kumar Mishra Sukriti Goyal Arnav Goel Niharika Dadu Kirushikesh DB Sameep Mehta Nishtha Madaan
+ PDF Chat	xLP: Explainable Link Prediction for Master Data Management	2024	Balaji Ganesan Matheen Ahmed Pasha Srinivasa Parkala Neeraj R Singh Gayatri Mishra Sumit Bhatia Hima Patel Somashekar Naganna Sameep Mehta
+ PDF Chat	LLMGuard: Guarding Against Unsafe LLM Behavior	2024	Shubh Goyal Medha Hira Shubham Kumar Mishra Sukriti Goyal Arnav Goel Niharika Dadu Kirushikesh DB Sameep Mehta Nishtha Madaan
+	CFL: Causally Fair Language Models Through Token-level Attribute Controlled Generation	2023	Rahul Madhavan Rishabh Garg Kahini Wadhawan Sameep Mehta
+ PDF Chat	CFL: Causally Fair Language Models Through Token-level Attribute Controlled Generation	2023	Rahul Madhavan Rishabh Garg Kahini Wadhawan Sameep Mehta
+	"Beware of deception": Detecting Half-Truth and Debunking it through Controlled Claim Editing	2023	Sandeep Singamsetty Nishtha Madaan Sameep Mehta Varad Bhatnagar Pushpak Bhattacharyya
+	Data Quality Toolkit: Automatic assessment of data quality and remediation for machine learning datasets	2021	Nitin Gupta Hima Patel Shazia Afzal Naveen Panwar Ruhi Sharma Mittal Shanmukha Guttula Abhinav Jain Lokesh Nagalapatti Sameep Mehta Sandeep Hans
+	Explainable Link Prediction for Privacy-Preserving Contact Tracing.	2020	Balaji Ganesan Hima Patel Sameep Mehta
+	Data Readiness Report.	2020	Shazia Afzal C Rajmohan Manish Kesarwani Sameep Mehta Hima Patel
+	Fair Transfer of Multiple Style Attributes in Text	2020	Karan Dabas Nishtha Madan Vijay Arya Sameep Mehta Gautam B. Singh Tanmoy Chakraborty
+	Explainable Link Prediction for Privacy-Preserving Contact Tracing	2020	Balaji Ganesan Hima Patel Sameep Mehta
+	Fair Transfer of Multiple Style Attributes in Text	2020	Karan Dabas Nishtha Madan Vijay Arya Sameep Mehta Gautam B. Singh Tanmoy Chakraborty
+	Data Readiness Report	2020	Shazia Afzal C Rajmohan Manish Kesarwani Sameep Mehta Hima Patel
+ PDF Chat	Fair Transfer of Multiple Style Attributes in Text	2019	Karan Dabas Nishtha Madaan Vijay Arya Sameep Mehta Tanmoy Chakraborty Gautam B. Singh
+ PDF Chat	FactSheets: Increasing trust in AI services through supplier's declarations of conformity	2019	Matthew Arnold Rachel Bellamy Michael Hind Stephanie Houde Sameep Mehta Aleksandra Mojsilović Ravi Nair Karthikeyan Natesan Ramamurthy Adriana Olteanu David Piorkowski
+ PDF Chat	Hardening Deep Neural Networks via Adversarial Model Cascades	2019	Deepak Vijaykeerthy Anshuman Suri Sameep Mehta Ponnurangam Kumaraguru
+ PDF Chat	On Efficiently Processing Workflow Provenance Queries in Spark	2019	C Rajmohan Pranay Lohia Himanshu Gupta Siddhartha Brahma Mauricio A. Hernández Sameep Mehta
+ PDF Chat	Ownership Preserving AI Market Places Using Blockchain	2019	Nishant Baranwal Somy Kalapriya Kannan Vijay Arya Sandeep Hans Abhishek Singh Pranay Lohia Sameep Mehta
+ PDF Chat	Model Extraction Warning in MLaaS Paradigm	2018	Manish Kesarwani Bhaskar Mukhoty Vijay Arya Sameep Mehta
+	What is my data worth? From data properties to data value.	2018	Kalapriya Kannan Rema Ananthanarayanan Sameep Mehta
+	AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias	2018	Rachel Bellamy Kuntal Dey Michael Hind Samuel C. Hoffman Stephanie Houde Kalapriya Kannan Pranay Lohia Jacquelyn Martino Sameep Mehta Aleksandra Mojsilović
+	Increasing Trust in AI Services through Supplier's Declarations of Conformity	2018	Michael Hind Sameep Mehta Aleksandra Mojsilović Ravi Nair Karthikeyan Natesan Ramamurthy Alexandra Olteanu Kush R. Varshney
+	FactSheets: Increasing Trust in AI Services through Supplier's Declarations of Conformity	2018	Matthew Arnold Rachel Bellamy Michael Hind Stephanie Houde Sameep Mehta Aleksandra Mojsilović Ravi Nair Karthikeyan Natesan Ramamurthy Darrell Reimer Alexandra Olteanu
+ PDF Chat	Secure k-NN as a Service over Encrypted Data in Multi-User Setting	2018	Gagandeep Singh Akshar Kaul Sameep Mehta
+	Hardening Deep Neural Networks via Adversarial Model Cascades	2018	Deepak Vijaykeerthy Anshuman Suri Sameep Mehta Ponnurangam Kumaraguru
+	Secure k-NN as a Service Over Encrypted Data in Multi-User Setting	2018	Gagandeep Singh Akshar Kaul Sameep Mehta
+	Generating Clues for Gender based Occupation De-biasing in Text	2018	Nishtha Madaan Gautam B. Singh Sameep Mehta Aditya Chetan Brihi Joshi
+	Judging a Book by its Description : Analyzing Gender Stereotypes in the Man Bookers Prize Winning Fiction	2018	Nishtha Madaan Sameep Mehta Shravika Mittal Ashima Suvarna
+	Efficiently Processing Workflow Provenance Queries on SPARK	2018	C Rajmohan Pranay Lohia Himanshu Gupta Siddhartha Brahma Mauricio A. Hernández Sameep Mehta
+	Extracting Fairness Policies from Legal Documents	2018	Rashmi Nagpal Chetna Wadhwa Mallika Gupta Samiulla Shaikh Sameep Mehta Vikram Goyal
+	What is my data worth? From data properties to data value	2018	Kalapriya Kannan Rema Ananthanarayanan Sameep Mehta
+	AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias	2018	Rachel Bellamy Kuntal Dey Michael Hind Samuel C. Hoffman Stephanie Houde Kalapriya Kannan Pranay Lohia Jacquelyn Martino Sameep Mehta Aleksandra Mojsilovic
+	FactSheets: Increasing Trust in AI Services through Supplier's Declarations of Conformity	2018	Matthew Arnold Rachel Bellamy Michael Hind Stephanie Houde Sameep Mehta Aleksandra Mojsilovic Ravi Nair Karthikeyan Natesan Ramamurthy Darrell Reimer Alexandra Olteanu
+	Secure k-NN as a Service Over Encrypted Data in Multi-User Setting	2018	Gagandeep Singh Akshar Kaul Sameep Mehta
+	Hardening Deep Neural Networks via Adversarial Model Cascades	2018	Deepak Vijaykeerthy Anshuman Suri Sameep Mehta Ponnurangam Kumaraguru
+	Model Extraction Warning in MLaaS Paradigm	2017	Manish Kesarwani Bhaskar Mukhoty Vijay Arya Sameep Mehta
+	Towards Crafting Text Adversarial Samples	2017	Suranjana Samanta Sameep Mehta
+	A Survey on Resilient Machine Learning	2017	Atul Kumar Sameep Mehta
+	Bollywood Movie Corpus for Text, Images and Videos	2017	Nishtha Madaan Sameep Mehta Mayank Saxena Aditi Aggarwal Taneea S Agrawaal Vrinda Malhotra
+	Analyzing Gender Stereotyping in Bollywood Movies	2017	Nishtha Madaan Sameep Mehta Taneea S Agrawaal Vrinda Malhotra Aditi Aggarwal Mayank Saxena
+	An End-To-End Machine Learning Pipeline That Ensures Fairness Policies	2017	Samiulla Shaikh Harit Vishwakarma Sameep Mehta Kush R. Varshney Karthikeyan Natesan Ramamurthy Dennis Wei
+	Model Extraction Warning in MLaaS Paradigm	2017	Manish Kesarwani Bhaskar Mukhoty Vijay Arya Sameep Mehta
+	From Tweets to Events: Exploring a Scalable Solution for Twitter Streams.	2014	Shamanth Kumar Huan Liu Sameep Mehta L. Venkata Subramaniam
+	From Tweets to Events: Exploring a Scalable Solution for Twitter Streams	2014	Shamanth Kumar Huan Liu Sameep Mehta L. Venkata Subramaniam

Common Coauthors

Coauthor	Papers Together
Nishtha Madaan	8
Vijay Arya	7
Karthikeyan Natesan Ramamurthy	7
Kush R. Varshney	7
Michael Hind	6
Pranay Lohia	6
Kalapriya Kannan	5
Manish Kesarwani	5
Rachel Bellamy	5
Stephanie Houde	5
Hima Patel	5
C Rajmohan	4
Gautam B. Singh	4
Aleksandra Mojsilović	4
Shazia Afzal	3
Deepak Vijaykeerthy	3
Anshuman Suri	3
Akshar Kaul	3
Karan Dabas	3
David Piorkowski	3
Ravi Nair	3
Alexandra Olteanu	3
Bhaskar Mukhoty	3
Diptikalyan Saha	3
Jason Tsay	3
Balaji Ganesan	3
Tanmoy Chakraborty	3
Sandeep Hans	2
Matthew Arnold	2
Yunfeng Zhang	2
Rema Ananthanarayanan	2
Aditi Aggarwal	2
Niharika Dadu	2
Kuntal Dey	2
Kirushikesh DB	2
Huan Liu	2
Arnav Goel	2
Mayank Saxena	2
Rahul Madhavan	2
John T. Richards	2
Aleksandra Mojsilovic	2
Vrinda Malhotra	2
Taneea S Agrawaal	2
Ponnurangam Kumaraguru	2
Darrell Reimer	2
Kahini Wadhawan	2
Samiulla Shaikh	2
Prasanna Sattigeri	2
Siddhartha Brahma	2
Nishtha Madan	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Certifying and Removing Disparate Impact	2015	Michael Feldman Sorelle A. Friedler John Moeller Carlos Scheidegger Suresh Venkatasubramanian	4
+	Efficient Estimation of Word Representations in Vector Space	2013	Tomáš Mikolov Kai Chen Greg S. Corrado Jay B. Dean	3
+ PDF Chat	Red Teaming Language Models with Language Models	2022	Ethan Perez Saffron Huang Francis Song Trevor Cai Roman Ring John Aslanides Amelia Glaese Nat McAleese Geoffrey Irving	3
+	Evasion Attacks against Machine Learning at Test Time	2013	Battista Biggio Igino Corona Davide Maiorca Blaine Nelson Nedim Šrndić Pavel Laskov Giorgio Giacinto Fabio Roli	3
+	Certified Defenses against Adversarial Examples	2018	Aditi Raghunathan Jacob Steinhardt Percy Liang	3
+	Explaining and Harnessing Adversarial Examples	2014	Ian Goodfellow Jonathon Shlens Christian Szegedy	3
+ PDF Chat	FactSheets: Increasing trust in AI services through supplier's declarations of conformity	2019	Matthew Arnold Rachel Bellamy Michael Hind Stephanie Houde Sameep Mehta Aleksandra Mojsilović Ravi Nair Karthikeyan Natesan Ramamurthy Adriana Olteanu David Piorkowski	3
+ PDF Chat	Hacking smart machines with smarter ones: How to extract meaningful data from machine learning classifiers	2015	Giuseppe Ateniese Luigi V. Mancini Angelo Spognardi Antonio Villani Domenico Vitali Giovanni Felici	3
+	PaLM: Scaling Language Modeling with Pathways	2022	Aakanksha Chowdhery Sharan Narang Jacob Devlin Maarten Bosma Gaurav Mishra Adam Roberts Paul Barham Hyung Won Chung Charles Sutton Sebastian Gehrmann	3
+ PDF Chat	Practical Black-Box Attacks against Machine Learning	2017	Nicolas Papernot Patrick McDaniel Ian Goodfellow Somesh Jha Z. Berkay Celik Ananthram Swami	3
+ PDF Chat	The Limitations of Deep Learning in Adversarial Settings	2016	Nicolas Papernot Patrick McDaniel Somesh Jha Matt Fredrikson Z. Berkay Celik Ananthram Swami	3
+	HateBERT: Retraining BERT for Abusive Language Detection in English	2020	Tommaso Caselli Valerio Basile Jelena Mitrović Michael Granitzer	2
+ PDF Chat	Exploring Controllable Text Generation Techniques	2020	Shrimai Prabhumoye Alan W. Black Ruslan Salakhutdinov	2
+	RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models	2020	Samuel Gehman Suchin Gururangan Maarten Sap Yejin Choi Noah A. Smith	2
+	Social Biases in NLP Models as Barriers for Persons with Disabilities	2020	Ben Hutchinson Vinodkumar Prabhakaran Emily Denton Kellie Webster Yu Zhong Stephen Denuyl	2
+	The State and Fate of Linguistic Diversity and Inclusion in the NLP World	2020	Pratik Joshi Sebastin Santy Amar Budhiraja Kalika Bali Monojit Choudhury	2
+	GeDi: Generative Discriminator Guided Sequence Generation	2021	Ben Krause Akhilesh Gotmare Bryan McCann Nitish Shirish Keskar Shafiq Joty Richard Socher Nazneen Fatema Rajani	2
+	Measurement and Fairness	2021	Abigail Z. Jacobs Hanna Wallach	2
+	Energy and Policy Considerations for Deep Learning in NLP	2019	Emma Strubell Ananya Ganesh Andrew McCallum	2
+	Racial Bias in Hate Speech and Abusive Language Detection Datasets	2019	Thomas Davidson Debasmita Bhattacharya Ingmar Weber	2
+ PDF Chat	Controlling Output Length in Neural Encoder-Decoders	2016	Yuta Kikuchi Graham Neubig Ryohei Sasano Hiroya Takamura Manabu Okumura	2
+	The Woman Worked as a Babysitter: On Biases in Language Generation	2019	Emily Sheng Kai-Wei Chang Prem Natarajan Nanyun Peng	2
+	Plug and Play Language Models: A Simple Approach to Controlled Text Generation	2019	Sumanth Dathathri Andrea Madotto Janice Lan Jane Hung Eric Frank Piero Molino Jason Yosinski Rosanne Liu	2
+	Don’t Stop Pretraining: Adapt Language Models to Domains and Tasks	2020	Suchin Gururangan Ana Marasović Swabha Swayamdipta Kyle Lo Iz Beltagy Doug Downey Noah A. Smith	2
+	Stealing Machine Learning Models via Prediction APIs	2016	Florian Tramèr Fan Zhang Ari Juels Michael K. Reiter Thomas Ristenpart	2
+	Semantics derived automatically from language corpora necessarily contain human biases.	2016	Aylin Caliskan Islam Joanna J. Bryson Arvind Narayanan	2
+ PDF Chat	Secure k-nearest neighbor query over encrypted data in outsourced environments	2014	Yousef Elmehdwi Bharath K. Samanthula Wei Jiang	2
+	The Radicalization Risks of GPT-3 and Advanced Neural Language Models	2020	Kris McGuffie Alex Newhouse	2
+	A Provably Secure Additive and Multiplicative Privacy Homomorphism*	2002	Josep Domingo‐Ferrer	2
+ PDF Chat	Model Cards for Model Reporting	2019	Margaret Mitchell Simone Wu Andrew Zaldivar Parker Barnes Lucy Vasserman Ben Hutchinson Elena Spitzer Inioluwa Deborah Raji Timnit Gebru	2
+	Controlling Linguistic Style Aspects in Neural Language Generation	2017	Jessica Ficler Yoav Goldberg	2
+	Delete, Retrieve, Generate: a Simple Approach to Sentiment and Style Transfer	2018	Juncen Li Robin Jia He He Percy Liang	2
+	CTRL: A Conditional Transformer Language Model for Controllable Generation	2019	Nitish Shirish Keskar Bryan McCann Lav R. Varshney Caiming Xiong Richard Socher	2
+	Poisoning Attacks against Support Vector Machines	2012	Battista Biggio Blaine Nelson Pavel Laskov	2
+	AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias	2018	Rachel Bellamy Kuntal Dey Michael Hind Samuel C. Hoffman Stephanie Houde Kalapriya Kannan Pranay Lohia Jacquelyn Martino Sameep Mehta Aleksandra Mojsilović	2
+ PDF Chat	Adversarial Feature Selection Against Evasion Attacks	2015	Fei Zhang Patrick P. K. Chan Battista Biggio Daniel Yeung Fabio Roli	2
+ PDF Chat	SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media (OffensEval)	2019	Marcos Zampieri Shervin Malmasi Preslav Nakov Sara Rosenthal Noura Farra Ritesh Kumar	2
+	The Curious Case of Neural Text Degeneration	2019	Ari Holtzman Jan Buys Li Du Maxwell Forbes Yejin Choi	2
+ PDF Chat	Who is trustworthy? Predicting trustworthy intentions and behavior.	2018	Emma Levine T. Bradford Bitterly Taya R. Cohen Maurice E. Schweitzer	2
+ PDF Chat	On the Safety of Machine Learning: Cyber-Physical Systems, Decision Sciences, and Data Products	2017	Kush R. Varshney Homa Alemzadeh	2
+	Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints	2017	Jieyu Zhao Tianlu Wang Mark Yatskar Vicente Ordóñez Kai-Wei Chang	2
+ PDF Chat	Causal inference in statistics: An overview	2009	Judea Pearl	2
+	Differential Privacy: A Survey of Results	2008	Cynthia Dwork	2
+ PDF Chat	A Stable and Effective Learning Strategy for Trainable Greedy Decoding	2018	Yun Chen Victor O. K. Li Kyunghyun Cho Samuel Bowman	2
+ PDF Chat	Towards Evaluating the Robustness of Neural Networks	2017	Nicholas Carlini David Wagner	2
+	Dear Sir or Madam, May I Introduce the GYAFC Dataset: Corpus, Benchmarks and Metrics for Formality Style Transfer	2018	Sudha Rao Joel Tetreault	2
+	Towards A Rigorous Science of Interpretable Machine Learning	2017	Finale Doshi‐Velez Been Kim	2
+	The Dataset Nutrition Label: A Framework To Drive Higher Data Quality Standards.	2018	Sarah Holland Ahmed Hosny Sarah Newman Joshua Joseph Kasia Chmielinski	2
+	Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias	2020	Jesse Vig Sebastian Gehrmann Yonatan Belinkov Sharon Qian Daniel Nevo Yaron Singer Stuart M. Shieber	2
+ PDF Chat	Towards Composable Bias Rating of AI Services	2018	Biplav Srivastava Francesca Rossi	2