Amit Sangroya

ORCID

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 13

Top Venues

Grenoble Alpes University, France (PHD)

Education History

Grenoble Alpes University, France

PHD

Publications

Amit Sangroya, Suparshva Jain, C. Anantaram, Lovekesh Vig
Conceptual Explanations of ECG Classification using Large Language Models. AIMLSystems (2023)
Amit Sangroya, Suparshva Jain, Lovekesh Vig, C. Anantaram, Arijit Ukil, Sundeep Khandelwal
Generating Conceptual Explanations for DL based ECG Classification Model. FLAIRS (2022)
Rishi Tiwari, Mohammed Afaque, Amit Sangroya, Mrinal Rawat
ROC Bot: Towards Designing Virtual Command Centre for Energy Management. PAKDD (Workshops) (2021)
Amit Sangroya, Mouli Rastogi, C. Anantaram, Lovekesh Vig
Guided-LIME: Structured Sampling based Hybrid Approach towards Explaining Blackbox Machine Learning Models. CIKM (Workshops) (2020)
Amit Sangroya, C. Anantaram, Mrinal Rawat, Mouli Rastogi
Using Formal Concept Analysis to Explain Black Box Deep Learning Classification Models. FCA4AI@IJCAI (2019)
Amit Sangroya, Pratik Saini, Mrinal Rawat, Gautam Shroff, C. Anantaram
Natural Language Business Intelligence Question Answering Through SeqtoSeq Transfer Learning. PAKDD (Workshops) (2019)
Aishwarya Chhabra, Amit Sangroya, C. Anantaram
Formalizing and Verifying Natural Language System Requirements using Petri Nets and Context based Reasoning. MRC@IJCAI (2018)
Amit Sangroya, C. Anantaram, Pratik Saini, Mrinal Rawat
Automatic Extraction of Domain Specific Latent Beliefs in Customer Complaints to Help Tailor Chatbots. AAAI Workshops (2018)
C. Anantaram, Amit Sangroya, Mrinal Rawat, Aishwarya Chhabra
Repairing ASR output by Artificial Development and Ontology based Learning. IJCAI (2018)
Amit Sangroya, C. Anantaram, Pratik Saini, Mrinal Rawat
Extracting Latent Beliefs and using Epistemic Reasoning to Tailor a Chatbot. IJCAI (2018)
Aishwarya Chhabra, Pratik Saini, Amit Sangroya, C. Anantaram
Learning Latent Beliefs and Performing Epistemic Reasoning for Efficient and Meaningful Dialog Management. CoRR (2018)
Amit Sangroya, Pratik Saini, C. Anantaram
Chatbot as an Intermediary between a Customer and the Customer Care Ecosystem. MEDES (2017)
Amit Sangroya, Sara Bouchenak, Damián Serrano
Experience with benchmarking dependability and performance of MapReduce systems. Perform. Evaluation 101 (2016)
Amit Sangroya, Sara Bouchenak
A Reusable Architecture for Dependability and Performance Benchmarking of Cloud Services. ICSOC Workshops (2015)
Amit Sangroya, Rekha Singhal
Performance Assurance Model for HiveQL on Large Data Volume. HiPC Workshops (2015)
Amit Sangroya, Damián Serrano, Sara Bouchenak
Benchmarking Dependability of MapReduce Systems. SRDS (2012)
Amit Sangroya, Damián Serrano, Sara Bouchenak
MRBS: Towards Dependability Benchmarking for Hadoop MapReduce. Euro-Par Workshops (2012)
Siming Kou, Muhammad Ali Babar, Amit Sangroya
Modeling security for service oriented applications. ECSA Companion Volume (2010)
Amit Sangroya, Kirti Garg, Vasudeva Varma
SAGE: An Approach to Evaluate the Impact of SOA Governance Policies. AINA Workshops (2010)
Amit Sangroya, Saurabh Kumar, Jaideep Dhok, Vasudeva Varma
Towards Analyzing Data Security Risks in Cloud Computing Environments. ICISTM (2010)

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Publication Activity (10 Years)

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Amit Sangroya