Srivastava, Biplav
- Detecting Backdoor Attacks on Deep Neural Networks by Activation Clustering
2018/11/08 by Bryant Chen, Wilka Carvalho, Chen, Bryant +13 · 30 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Advanced Malware Detection Techniques
- Estimating Train Delays in a Large Rail Network Using a Zero Shot Markov Model
2018/06/07 by Gaurav, Ramashish, Srivastava, Biplav · 2 citations
#Applications (stat.AP) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Plansformer: Generating Symbolic Plans using Transformers
2022/12/16 by Vishal Pallagani, Pallagani, Vishal, Bharath Muppasani +13 · 3 citations
Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Understanding the Capabilities of Large Language Models for Automated Planning
2023/05/25 by Pallagani, Vishal, Muppasani, Bharath, Murugesan, Keerthiram +5 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Tentacular Artificial Intelligence, and the Architecture Thereof, Introduced
2018/10/14 by Bringsjord, Selmer, Govindarajulu, Naveen Sundar, Sen, Atriya +3 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- E-PDDL: A Standardized Way of Defining Epistemic Planning Problems
2021/07/19 by Francesco Fabiano, Biplav Srivastava, Fabiano, Francesco +9 · 1 citation
Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Semantic Web and Ontologies
- Personalized Chatbot Trustworthiness Ratings
2020/05/13 by Srivastava, Biplav, Rossi, Francesca, Usmani, Sheema +1 · 1 citation
#Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #I.2 #Social and Information Networks (cs.SI)
- From Cloud to Edge: Rethinking Generative AI for Low-Resource Design Challenges
2024/02/20 by Vuruma, Sai Krishna Revanth, Margetts, Ashley, Su, Jianhai +2 · 1 citation
#Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences
- Rating Sentiment Analysis Systems for Bias through a Causal Lens
2023/02/04 by Lakkaraju, Kausik, Srivastava, Biplav, Valtorta, Marco · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Towards Effective Planning Strategies for Dynamic Opinion Networks
2024/10/18 by Muppasani, Bharath, Nag, Protik, Narayanan, Vignesh +2 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Rating Multi-Modal Time-Series Forecasting Models (MM-TSFM) for Robustness Through a Causal Lens
2024/06/12 by Lakkaraju, Kausik, Kaur, Rachneet, Zeng, Zhen +4 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)