Ankit Gupta

1. On the Parameterization and Initialization of Diagonal State Space Models
   2022/06/23 by Albert Gu, Ankit Gupta, Gu, Albert +5 · 72 citations
   Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
2. Diagonal State Spaces are as Effective as Structured State Spaces
   2022/03/27 by Ankit Gupta, Gupta, Ankit, Gu, Albert +1 · 39 citations
   Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI)
3. Long Range Language Modeling via Gated State Spaces
   2022/06/27 by Harsh Mehta, Mehta, Harsh, Ankit Gupta +5 · 34 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Neural Networks and Applications #Topic Modeling
4. Analyzing Transformers in Embedding Space
   2022/09/06 by Guy Dar, Mor Geva, Dar, Guy +5 · 24 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
5. Break It Down: A Question Understanding Benchmark
   2020/01/31 by Tomer Wolfson, Wolfson, Tomer, Mor Geva +11 · 15 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
6. SCROLLS: Standardized CompaRison Over Long Language Sequences
   2022/01/10 by Uri Shaham, Elad Segal, Shaham, Uri +19 · 15 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Topic Modeling
7. DART: Open-Domain Structured Data Record to Text Generation
   2020/07/06 by Linyong Nan, Dragomir Radev, Nan, Linyong +45 · 7 citations
   Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
8. Diagonal State Space Augmented Transformers for Speech Recognition
   2023/02/27 by George Saon, Ankit Gupta, Saon, George +3 · 6 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
9. Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors
   2023/10/04 by Ido Amos, Jonathan Berant, Amos, Ido +3 · 4 citations
   Computer Science · #Machine Learning and Data Classification #Advanced Neural Network Applications #Explainable Artificial Intelligence (XAI)
10. Data Guard: A Fine-grained Purpose-based Access Control System for Large Data Warehouses
    2025/02/04 by Khai Tran, Tran, Khai, Sudarshan Vasudevan +23 · 1 voice · 1 citation
    Computer Science · #Databases (cs.DB) #FOS: Computer and information sciences #cs.DB
11. Experimental Validation of Safe MPC for Autonomous Driving in Uncertain Environments
    2023/05/05 by Ivo Batkovic, Ankit Gupta, Batkovic, Ivo +5 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Engineering · #Advanced Control Systems Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Fault Detection and Control Systems #Microbial Metabolic Engineering and Bioproduction #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering
12. Unbiased estimation of parameter sensitivities for stochastic chemical\n reaction networks
    2012/10/12 by Ankit Gupta, Mustafa Khammash, Gupta, Ankit +1 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Chemistry · Computer Science · #60H35 #60J22 #60J27 #65C05 #Computational Drug Discovery Methods #Electrochemical Analysis and Applications #FOS: Biological sciences #FOS: Mathematics #Gene Regulatory Network Analysis #Probability (math.PR) #Quantitative Methods (q-bio.QM)
13. Sensitivity analysis for stochastic chemical reaction networks with\n multiple time-scales
    2013/10/07 by Ankit Gupta, Gupta, Ankit, Mustafa Khammash +1 · 1 citation
    Biochemistry, Genetics and Molecular Biology · #60H35 #60J10 #60J22 #60J27 #65C05 #FOS: Mathematics #Gene Regulatory Network Analysis #Probability (math.PR)
14. CAMLPAD: Cybersecurity Autonomous Machine Learning Platform for Anomaly\n Detection
    2019/07/23 by Ayush Hariharan, Hariharan, Ayush, Ankit Gupta +3 · 1 citation
    Computer Science · #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Networking and Internet Architecture (cs.NI)
15. AquaSight: Automatic Water Impurity Detection Utilizing Convolutional Neural Networks
    2019/07/17 by Ankit Gupta, Elliott Ruebush, Gupta, Ankit +1 · 1 citation
    Engineering · Environmental Science · #Air Quality Monitoring and Forecasting #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hydrological Forecasting Using AI #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Water Quality Monitoring Technologies #Water Systems and Optimization
16. Convergence of regularized particle filters for stochastic reaction networks
    2021/10/14 by Zhou Fang, Fang, Zhou, Ankit Gupta +3 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Engineering · #60J22 #62M20 #65C05 #92-08 #93E11 #FOS: Biological sciences #Quantitative Methods (q-bio.QM)
17. Simplifying and Understanding State Space Models with Diagonal Linear RNNs
    2022/12/01 by Ankit Gupta, Harsh Mehta, Gupta, Ankit +3 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech Recognition and Synthesis #Speech and dialogue systems #Topic Modeling
18. How to build the virtual cell with artificial intelligence: Priorities and opportunities
    2024/12/01 by Charlotte Bunne, Yusuf Roohani, Yanay Rosen +39 · 1 voice · 2 citations
    Biochemistry, Genetics and Molecular Biology · #Single-cell and spatial transcriptomics #Cell Image Analysis Techniques
19. NetForge: A Programmable Substrate for Bottleneck-Centric Network Data Generation
    2025/07/17 by Jaber Daneshamooz, Daneshamooz, Jaber, Satyandra Guthula +13 · 2 citations
    Computer Science · #Cloud Computing and Resource Management #FOS: Computer and information sciences #Network Traffic and Congestion Control #Networking and Internet Architecture (cs.NI) #Software-Defined Networks and 5G