Gupta, Vinayak
- Are Language Models Actually Useful for Time Series Forecasting?
2024/06/22 by Mingtian Tan, Mike A. Merrill, Tan, Mingtian +7 · 7 voices · 62 citations
Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- SPML: A DSL for Defending Language Models Against Prompt Attacks
2024/02/19 by Reshabh K Sharma, Vinayak Gupta, Sharma, Reshabh K +3 · 1 voice · 10 citations
Computer Science · #Security and Verification in Computing #cs.CL #cs.CR #cs.LG #cs.PL
- Language Models Still Struggle to Zero-shot Reason about Time Series
2024/04/17 by Mike A. Merrill, Merrill, Mike A., Mingtian Tan +6 · 31 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Time Series Analysis and Forecasting #Topic Modeling
- Learning Temporal Point Processes for Efficient Retrieval of Continuous Time Event Sequences
2022/02/17 by Gupta, Vinayak, Bedathur, Srikanta, De, Abir · 2 citations
#FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- Trees with extremal Laplacian eigenvalue multiplicity
2025/07/21 by Gupta, Vinayak, Lather, Gargi, Balaji, R. · 1 citation
#05C05 #Combinatorics (math.CO) #FOS: Mathematics