Ashish Verma

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 60

Top Venues

Publications

Ashish Verma, Debashis Sen
Generative Augmentation-Driven Prediction of Diverse Visual Scanpaths in Images. IEEE Trans. Artif. Intell. 5 (2) (2024)
Nallamothu Pardhasaradhi, Joy Bose, Akshat Vikram, Ashish Verma, Manny Jain
Identification of Inefficient Radios for Efficient Energy Consumption in a Mobile Network. COMSNETS (2024)
Karthika P. Sobhana, Ashish Verma
Walking in Social Groups: Role of Intra-Group Interactions. Adapt. Behav. 32 (1) (2024)
Milan Mathew Thomas, Ashish Verma, Sai Kiran Mayakuntla, Aitichya Chandra
A novel simulation based approach for user-based redistribution in bike-sharing system. Simul. Model. Pract. Theory 131 (2024)
Pau-Chen Cheng, Kevin Eykholt, Zhongshu Gu, Hani Jamjoom, K. R. Jayaram, Enriquillo Valdez, Ashish Verma
DeTA: Minimizing Data Leaks in Federated Learning via Decentralized and Trustworthy Aggregation. EuroSys (2024)
Ashish Verma, Aupendu Kar, Krishnendu Ghosh, Sobhan Kanti Dhara, Debashis Sen, Prabir Kumar Biswas
Artificially Generated Visual Scanpath Improves Multilabel Thoracic Disease Classification in Chest X-Ray Images. IEEE Trans. Instrum. Meas. 73 (2024)
Vinay Verma, Manju Agarwal, Ashish Verma
A mathematical model for the novel coronavirus with effect of lockdown. Int. J. Model. Simul. Sci. Comput. 14 (3) (2023)
Sudipta Bhuyan, Ashish Verma, Debashis Sen, Sankha Deb
Estimated Depth Based Progressive Interactive Framework for RGB Salient Object Detection in Images. ICIP (2023)
Ritesh Kumar, Saurabh Goyal, Ashish Verma, Vatche Isahagian
ProtoNER: Few Shot Incremental Learning for Named Entity Recognition Using Prototypical Networks. Business Process Management Workshops (2023)
Fnu Mohbat, Mohammed J. Zaki, Catherine Finegan-Dollak, Ashish Verma
GVdoc - Graph-based Visual DOcument Classification. ACL (Findings) (2023)
Ritesh Kumar, Saurabh Goyal, Ashish Verma, Vatche Isahagian
ProtoNER: Few shot Incremental Learning for Named Entity Recognition using Prototypical Networks. CoRR (2023)
Rahul Atul Bhope, K. R. Jayaram, Nalini Venkatasubramanian, Ashish Verma, Gegi Thomas
FLIPS: Federated Learning using Intelligent Participant Selection. CoRR (2023)
Parijat Dube, Theodoros Salonidis, Parikshit Ram, Ashish Verma
Runtime Prediction of Machine Learning Algorithms in Automl Systems. ICASSP (2023)
Fnu Mohbat, Mohammed J. Zaki, Catherine Finegan-Dollak, Ashish Verma
GVdoc: Graph-based Visual Document Classification. CoRR (2023)
Zichuan Zhou, Kari A. Clark, Ashish Verma, Yasuhiro Matsui, Zhixin Liu
Optical Clock Synchronization for O-band Directly Modulated Laser Based Data Center Interconnection. OFC (2023)
Rahul Atul Bhope, K. R. Jayaram, Nalini Venkatasubramanian, Ashish Verma, Gegi Thomas
FLIPS: Federated Learning using Intelligent Participant Selection. Middleware (2023)
K. R. Jayaram, Vinod Muthusamy, Gegi Thomas, Ashish Verma, Mark Purcell
Adaptive Aggregation For Federated Learning. Big Data (2022)
K. R. Jayaram, Vinod Muthusamy, Gegi Thomas, Ashish Verma, Mark Purcell
Adaptive Aggregation For Federated Learning. CoRR (2022)
K. R. Jayaram, Ashish Verma, Gegi Thomas, Vinod Muthusamy
Just-in-Time Aggregation for Federated Learning. MASCOTS (2022)
Gargi V. Pillai, Ashish Verma, Debashis Sen
Transformer Based Self-Context Aware Prediction for Few-Shot Anomaly Detection in Videos. ICIP (2022)
Son Thai Le, Tomislav Drenski, Andrew Hills, Malcolm King, Yasuhiro Matsui, Ashish Verma, Martin Kwakernaak, Tsurugi Sudo
Real-time 100 Gb/s IM/DD DMT with Chirp Managed Laser Supporting 400 Gb/ CWDM-4 over 20 km. OFC (2022)
K. R. Jayaram, Ashish Verma, Gegi Thomas, Vinod Muthusamy
Just-in-Time Aggregation for Federated Learning. CoRR (2022)
Yasuhiro Matsui, Di Che, Son Thai Le, Richard Schatz, Martin Kwakernaak, Ashish Verma, Tsurugi Sudo
Direct Modulation Lasers for High-speed Data Communication Systems. OECC/PSC (2022)
Pau-Chen Cheng, Kevin Eykholt, Zhongshu Gu, Hani Jamjoom, K. R. Jayaram, Enriquillo Valdez, Ashish Verma
Separation of Powers in Federated Learning. CoRR (2021)
Son Thai Le, Yasuhiro Matsui, Ashish Verma, Martin Kwakernaak, Tsurugi Sudo
400 Gb/s CWDM-4 PAM-4 Uncooled (22°C to 70°C) Directly Modulation Transmission over 20 km. ECOC (2021)
Devansh Shah, Parijat Dube, Supriyo Chakraborty, Ashish Verma
Adversarial training in communication constrained federated learning. CoRR (2021)
Son Thai Le, Tomislav Drenski, Andrew Hills, Malcolm King, Yasuhiro Matsui, Ashish Verma, Martin Kwakernaak, Tsurugi Sudo
Real-time 400 Gb/s CDWM-4 DMT Directly Modulated Transmission over 10 km. ECOC (2021)
Gayathri Harihara Subramanian, Ashish Verma
Macroscopic fundamental Flow Diagrams of a Spiritually Motivated Crowd. Adv. Complex Syst. 24 (1) (2021)
Aswin Kannan, Anamitra Roy Choudhury, Vaibhav Saxena, Saurabh Raje, Parikshit Ram, Ashish Verma, Yogish Sabharwal
HyperASPO: Fusion of Model and Hyper Parameter Optimization for Multi-objective Machine Learning. IEEE BigData (2021)
Challa Venkatrao, Rajarshi Pal, Ashish Verma, Debashis Sen
Image Re-attentionizing Using Particle Swarm Optimization. PReMI (2021)
Anik Saha, Catherine Finegan-Dollak, Ashish Verma
Position Masking for Improved Layout-Aware Document Understanding. CoRR (2021)
Sumit Tripathi, Ashish Verma, Neeraj Sharma
Automatic segmentation of brain tumour in MR images using an enhanced deep learning approach. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 9 (2) (2021)
Tsurugi Sudo, Yasuhiro Matsui, Glen Carey, Ashish Verma, Ding Wang, Viral Lowalekar, Martin Kwakernaak, Ferdous Khan, Nicholas Dalida, Ronak Patel, Alexander Nickel, Bruce Young, Jimmy Zeng, Yuk Lung Ha, Charles Roxlo
Challenges and Opportunities of Directly Modulated Lasers in Future Data Center and 5G Networks. OFC (2021)
Sonu Subudhi, Ashish Verma, Ankit B. Patel, C. Corey Hardin, Melin J. Khandekar, Hang Lee, Dustin McEvoy, Triantafyllos Stylianopoulos, Lance L. Munn, Sayon Dutta, Rakesh K. Jain
Comparing machine learning algorithms for predicting ICU admission and mortality in COVID-19. npj Digit. Medicine 4 (2021)
Pau-Chen Cheng, Kevin Eykholt, Zhongshu Gu, Hani Jamjoom, K. R. Jayaram, Enriquillo Valdez, Ashish Verma
Separation of Powers in Federated Learning (Poster Paper). ResilientFL (2021)
Anamitra Roy Choudhury, Saurabh Goyal, Yogish Sabharwal, Ashish Verma
Variable batch size across layers for efficient prediction on CNNs. CLOUD (2020)
Ashish Verma, Christopher D. Carothers, K. R. Jayaram, Parijat Dube
Workshop 19: ScaDL Scalable Deep Learning over Parallel and Distributed Infrastructures. IPDPS Workshops (2020)
K. R. Jayaram, Archit Verma, Ashish Verma, Gegi Thomas, Colin Sutcher-Shepard
MYSTIKO: Cloud-Mediated, Private, Federated Gradient Descent. CLOUD (2020)
Heiko Ludwig, Nathalie Baracaldo, Gegi Thomas, Yi Zhou, Ali Anwar, Shashank Rajamoni, Yuya Jeremy Ong, Jayaram Radhakrishnan, Ashish Verma, Mathieu Sinn, Mark Purcell, Ambrish Rawat, Tran Ngoc Minh, Naoise Holohan, Supriyo Chakraborty, Shalisha Witherspoon, Dean Steuer, Laura Wynter, Hifaz Hassan, Sean Laguna, Mikhail Yurochkin, Mayank Agarwal, Ebube Chuba, Annie Abay
IBM Federated Learning: an Enterprise Framework White Paper V0.1. CoRR (2020)
Catherine Finegan-Dollak, Ashish Verma
Layout-Aware Text Representations Harm Clustering Documents by Type. Insights (2020)
Sidharth Gupta, Parijat Dube, Ashish Verma
Improving the affordability of robustness training for DNNs. CoRR (2020)
Saurabh Goyal, Anamitra Roy Choudhury, Saurabh Raje, Venkatesan T. Chakaravarthy, Yogish Sabharwal, Ashish Verma
PoWER-BERT: Accelerating BERT Inference via Progressive Word-vector Elimination. ICML (2020)
K. R. Jayaram, Archit Verma, Ashish Verma, Gegi Thomas, Colin Sutcher-Shepard
MYSTIKO : : Cloud-Mediated, Private, Federated Gradient Descent. CoRR (2020)
Vaibhav Saxena, K. R. Jayaram, Saurav Basu, Yogish Sabharwal, Ashish Verma
Effective Elastic Scaling of Deep Learning Workloads. CoRR (2020)
Vaibhav Saxena, K. R. Jayaram, Saurav Basu, Yogish Sabharwal, Ashish Verma
Effective Elastic Scaling of Deep Learning Workloads. MASCOTS (2020)
Sidharth Gupta, Parijat Dube, Ashish Verma
Improving the affordability of robustness training for DNNs. CVPR Workshops (2020)
Anirban Dam, Ashish Verma, Charan Tej Pangi, Raja Raviteja, Chandra Shekhar Prasad
Person Following Mobile Robot using Pedestrian Dead-Reckoning with Inertial data of Smartphones. ICCCNT (2020)
Saurabh Goyal, Anamitra Roy Choudhury, Venkatesan T. Chakaravarthy, Saurabh ManishRaje, Yogish Sabharwal, Ashish Verma
PoWER-BERT: Accelerating BERT inference for Classification Tasks. CoRR (2020)
Gauri Joshi, Ashish Verma
Introduction to ScaDL 2019. IPDPS Workshops (2019)
Ashish Verma, Debashis Sen
HMM-based Convolutional LSTM for Visual Scanpath Prediction. EUSIPCO (2019)
Koyel Mukherjee, Alind Khare, Ashish Verma
A Simple Dynamic Learning Rate Tuning Algorithm For Automated Training of DNNs. CoRR (2019)
Ashish Verma, Ankush Goyal, Davinderjit Kaur
Fatigue Detection. CoRR (2019)
Munendra Singh, Ashish Verma, Neeraj Sharma
Optimized Multistable Stochastic Resonance for the Enhancement of Pituitary Microadenoma in MRI. IEEE J. Biomed. Health Informatics 22 (3) (2018)
Dheeraj Sreedhar, Vaibhav Saxena, Yogish Sabharwal, Ashish Verma, Sameer Kumar
Efficient Training of Convolutional Neural Nets on Large Distributed Systems. CLUSTER (2018)
Munendra Singh, Ashish Verma, Neeraj Sharma
Multi-objective noise estimator for the applications of de-noising and segmentation of MRI data. Biomed. Signal Process. Control. 46 (2018)
Saurav Basu, Vaibhav Saxena, Rintu Panja, Ashish Verma
Balancing Stragglers Against Staleness in Distributed Deep Learning. HiPC (2018)
Ashish Verma, Kranthi Koukuntla, Rohit Varma, Snehasis Mukherjee
Automatic Assessment of Artistic Quality of Photos. CoRR (2018)
Sameer Kumar, Dheeraj Sreedhar, Vaibhav Saxena, Yogish Sabharwal, Ashish Verma
Efficient Training of Convolutional Neural Nets on Large Distributed Systems. CoRR (2017)
Dharma Teja Vooturi, Saurabh Goyal, Anamitra R. Choudhury, Yogish Sabharwal, Ashish Verma
Efficient Inferencing of Compressed Deep Neural Networks. CoRR (2017)
Jagabondhu Hazra, Kalyan Dasgupta, Manikandan Padmanaban, Ashish Verma, Sathyajith Mathew, Iskandarbin Petra
Solar PV integration considering grid stability- a case study for the Temburong district in Brunei. ISGT (2016)
Jagabondhu Hazra, Kalyan Dasgupta, Manikandan Padmanaban, Ashish Verma, Sathyajith Mathew, M. Iskandar Petra
Optimal power flow with grid scale battery storage. ISGT Asia (2015)
Manikandan Padmanaban, Jagabondhu Hazra, Kalyan Dasgupta, Ashish Verma, Sathyajith Mathew, M. Iskandar Petra
Case study on the feasibility of renewable integration in the Temburong Island of Brunei. ISGT Asia (2015)
Jitendra Ajmera, Sachindra Joshi, Ashish Verma, Amol Mittal
Automatic generation of question answer pairs from noisy case logs. ICDE (2014)
Sujeeth Bharadwaj, Mark Hasegawa-Johnson, Jitendra Ajmera, Om Deshmukh, Ashish Verma
Sparse hidden Markov models for purer clusters. ICASSP (2013)
Kajal Joshi, Ashish Verma, Ankita Kandpal, Shalini Garg, Rashmi Chauhan, R. H. Goudar
Ontology based fuzzy classification of web documents for semantic information retrieval. IC3 (2013)
Shajith Ikbal, Ashish Verma, Prasanta Ghosh, Kenneth Ward Church, Jeffrey Marcus
Intent focused summarization of caller-agent conversations. ICASSP (2013)
Jitendra Ajmera, Hyung-Il Ahn, Meena Nagarajan, Ashish Verma, Danish Contractor, Stephen Dill, Matthew Denesuk
A CRM system for social media: challenges and experiences. WWW (2013)
Meena Nagarajan, Danish Contractor, Stephen Dill, Jitendra Ajmera, Hyung-Il Ahn, Ashish Verma, Matthew Denesuk
Content Analytics System for Social Customer Relationship Management. ICWSM (2013)
Subhabrata Mukherjee, Ashish Verma, Kenneth Ward Church
Intent classification of voice queries on mobile devices. WWW (Companion Volume) (2013)
Indrajit Bhattacharya, Shantanu Godbole, Sachindra Joshi, Ashish Verma
Cross-Guided Clustering: Transfer of Relevant Supervision across Tasks. ACM Trans. Knowl. Discov. Data 6 (2) (2012)
Om D. Deshmukh, Ashish Verma, Etienne Marcheret
Towards a domain-independent ASR-confidence classifier. ICASSP (2012)
Shajith Ikbal, Sachindra Joshi, Ashish Verma, Om D. Deshmukh
Spoken Document Clustering Using Word Confusion Networks. INTERSPEECH (2012)
Hemant Purohit, Jitendra Ajmera, Sachindra Joshi, Ashish Verma, Amit P. Sheth
Finding Influential Authors in Brand-Page Communities. ICWSM (2012)
Jitendra Ajmera, Ashish Verma
A Cross-Lingual Spoken Content Search System. INTERSPEECH (2011)
Sai Zeng, Jim Alain Laredo, Sameep Mehta, Himanshu Chauhan, Ashish Verma, Douglas Williams, Beth Browne
An Evidence Based Analytical Approach for Process Automation: Case Study in Finance and Administration Process Delivery Services. ICEBE (2011)
Harish Doddala, Om Deshmukh, Ashish Verma
Role of nucleus based context in word-independent syllable stress classification. ICASSP (2011)
Om Deshmukh, Shajith Ikbal, Ashish Verma, Etienne Marcheret
Acoustic-Similarity Based Technique to Improve Concept Recognition. INTERSPEECH (2011)
Vikram Gupta, Jitendra Ajmera, Arun Kumar, Ashish Verma
A Language Independent Approach to Audio Search. INTERSPEECH (2011)
Om Deshmukh, Harish Doddala, Ashish Verma, Karthik Visweswariah
Role of language models in spoken fluency evaluation. INTERSPEECH (2010)
Shajith Ikbal, Om D. Deshmukh, Karthik Visweswariah, Ashish Verma
Utilizing relationships between named entities to improve speech recognition in dialog systems. SLT (2010)
Karthik Visweswariah, Om Deshmukh, Ashish Verma, Sai Zeng, Chitra Dorai, Maureen Rzasa, Gary Wright
Process Behavior Analysis: Mechanism to Enable Superior Customer Experience. IEEE SCC (2010)
Shantanu Godbole, Indrajit Bhattacharya, Ajay Gupta, Ashish Verma
Building re-usable dictionary repositories for real-world text mining. CIKM (2010)
Om Deshmukh, Ashish Verma
Nucleus-level clustering for word-independent syllable stress classification. Speech Commun. 51 (12) (2009)
Om Deshmukh, Kundan Kandhway, Ashish Verma, Kartik Audhkhasi
Automatic evaluation of spoken english fluency. ICASSP (2009)
Ashish Verma, Tyrone Grandison, Himanshu Chauhan
Enabling Scaleable, Efficient, Non-visual Web Browsing Services. ICWS (2009)
Kartik Audhkhasi, Kundan Kandhway, Om Deshmukh, Ashish Verma
Formant-based technique for automatic filled-pause detection in spontaneous spoken english. ICASSP (2009)
Indrajit Bhattacharya, Shantanu Godbole, Ajay Gupta, Ashish Verma, Jeff Achtermann, Kevin English
Enabling analysts in managed services for CRM analytics. KDD (2009)
Indrajit Bhattacharya, Shantanu Godbole, Sachindra Joshi, Ashish Verma
Cross-Guided Clustering: Transfer of Relevant Supervision across Domains for Improved Clustering. ICDM (2009)
Om Deshmukh, Ashish Verma
Acoustic-phonetic approach for automatic evaluation of spoken grammar. INTERSPEECH (2008)
S. P. Singh, Ashish Verma, Ajay K. Shrivastava
Design and Development of Robotic Sewer Inspection Equipment Controlled by Embedded Systems. ICETET (2008)
Om Deshmukh, Sachindra Joshi, Ashish Verma
Automatic pronunciation evaluation and classification. INTERSPEECH (2008)
Abhishek Chandel, Abhinav Parate, Maymon Madathingal, Himanshu Pant, Nitendra Rajput, Shajith Ikbal, Om Deshmukh, Ashish Verma
Sensei: Spoken language assessment for call center agents. ASRU (2007)
Abhinav Parate, Ashish Verma, Jayanta Basak
Evaluation of syllable stress using single class classifier. INTERSPEECH (2007)
Samuel Thomas, Ashish Verma
Language identification of person names using CF-IOF based weighing function. INTERSPEECH (2007)
Kartik Audhkhasi, Ashish Verma
Keyword Search using Modified Minimum Edit Distance Measure. ICASSP (4) (2007)
Ashish Verma, Kunal Lal, Yuen Yee Lo, Jayanta Basak
Word Independent Model for Syllable Stress Evaluation. ICASSP (1) (2006)
Ashish Verma, Arun Kumar
Voice fonts for individuality representation and transformation. ACM Trans. Speech Lang. Process. 2 (1) (2005)
Ashish Verma, Arun Kumar
Introducing Roughness in Individuality Transformation through Jitter Modeling and Modification. ICASSP (1) (2005)
Mohit Kumar, Nitendra Rajput, Ashish Verma
A large-vocabulary continuous speech recognition system for Hindi. IBM J. Res. Dev. 48 (5-6) (2004)
Ashish Verma, L. Venkata Subramaniam, Nitendra Rajput, Chalapathy Neti, Tanveer A. Faruquie
Animating expressive faces across languages. IEEE Trans. Multim. 6 (6) (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ashish Verma