Amit Sangroya

22 papers A* 2B 1C 1Misc 1Journal 3Unranked 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
DifCluE: Generating Counterfactual Explanations with Diffusion Autoencoders and modal clustering.
CoRR
Suparshva Jain, Amit Sangroya, Lovekesh Vig
2023 — conf
Conceptual Explanations of ECG Classification using Large Language Models.
AIMLSystems
Amit Sangroya, Suparshva Jain, C. Anantaram, Lovekesh Vig
2022 Misc conf
Generating Conceptual Explanations for DL based ECG Classification Model.
FLAIRS
Amit Sangroya, Suparshva Jain, Lovekesh Vig, C. Anantaram, Arijit Ukil, Sundeep Khandelwal
2021 — conf
ROC Bot: Towards Designing Virtual Command Centre for Energy Management.
PAKDD (Workshops)
Rishi Tiwari, Mohammed Afaque, Amit Sangroya, Mrinal Rawat
2020 — conf
Guided-LIME: Structured Sampling based Hybrid Approach towards Explaining Blackbox Machine Learning Models.
CIKM (Workshops)
Amit Sangroya, Mouli Rastogi, C. Anantaram, Lovekesh Vig
2019 — conf
Natural Language Business Intelligence Question Answering Through SeqtoSeq Transfer Learning.
PAKDD (Workshops)
Amit Sangroya, Pratik Saini, Mrinal Rawat, Gautam Shroff, C. Anantaram
2019 — conf
Using Formal Concept Analysis to Explain Black Box Deep Learning Classification Models.
FCA4AI@IJCAI
Amit Sangroya, C. Anantaram, Mrinal Rawat, Mouli Rastogi
2018 — conf
Automatic Extraction of Domain Specific Latent Beliefs in Customer Complaints to Help Tailor Chatbots.
AAAI Workshops
Amit Sangroya, C. Anantaram, Pratik Saini, Mrinal Rawat
2018 A* conf
Extracting Latent Beliefs and using Epistemic Reasoning to Tailor a Chatbot.
IJCAI
Amit Sangroya, C. Anantaram, Pratik Saini, Mrinal Rawat
2018 — conf
Formalizing and Verifying Natural Language System Requirements using Petri Nets and Context based Reasoning.
MRC@IJCAI
Aishwarya Chhabra, Amit Sangroya, C. Anantaram
2018 J jnl
Learning Latent Beliefs and Performing Epistemic Reasoning for Efficient and Meaningful Dialog Management.
CoRR
Aishwarya Chhabra, Pratik Saini, Amit Sangroya, C. Anantaram
2018 A* conf
Repairing ASR output by Artificial Development and Ontology based Learning.
IJCAI
C. Anantaram, Amit Sangroya, Mrinal Rawat, Aishwarya Chhabra
2017 C conf
Chatbot as an Intermediary between a Customer and the Customer Care Ecosystem.
MEDES
Amit Sangroya, Pratik Saini, C. Anantaram
2016 J jnl
Experience with benchmarking dependability and performance of MapReduce systems.
Perform. Evaluation
Amit Sangroya, Sara Bouchenak, Damián Serrano
2015 — conf
A Reusable Architecture for Dependability and Performance Benchmarking of Cloud Services.
ICSOC Workshops
Amit Sangroya, Sara Bouchenak
2015 — conf
Performance Assurance Model for HiveQL on Large Data Volume.
HiPC Workshops
Amit Sangroya, Rekha Singhal
2014 — —
Towards dependability and performance benchmarking for cloud computing services. (Vers la fiabilité et la performance des services de Cloud Computing).
Amit Sangroya
2012 B conf
Benchmarking Dependability of MapReduce Systems.
SRDS
Amit Sangroya, Damián Serrano, Sara Bouchenak
2012 — conf
MRBS: Towards Dependability Benchmarking for Hadoop MapReduce.
Euro-Par Workshops
Amit Sangroya, Damián Serrano, Sara Bouchenak
2010 — conf
Modeling security for service oriented applications.
ECSA Companion Volume
Siming Kou, Muhammad Ali Babar, Amit Sangroya
2010 — conf
SAGE: An Approach to Evaluate the Impact of SOA Governance Policies.
AINA Workshops
Amit Sangroya, Kirti Garg, Vasudeva Varma
2010 — conf
Towards Analyzing Data Security Risks in Cloud Computing Environments.
ICISTM
Amit Sangroya, Saurabh Kumar, Jaideep Dhok, Vasudeva Varma