Research Papers from the Department in the year 2021-22

Research papers published in Journals

• , An analogue of Pillai's theorem for continued fraction normality and an application to subsequences
• , Blackbox identity testing for sum of special ROABPs and its border class
• , Robust statistical calibration and characterization of portable low-cost air quality monitoring sensors

Research papers published in Conferences

• , A Largish Sum-of-Squares Implies Circuit Hardness and Derandomization
• , Beyond Image to Depth: Improving Depth Prediction using Echoes
• , Decentralized Reinforcement Learning for Multi-Agent Patrol Routing
• , Deterministic identity testing paradigms for bounded top-fanin depth-4 circuits
• , Dimension-Preserving Reductions Between SVP and CVP in Different p-Norms
• , Emergent Road Rules In Multi-Agent Driving Environments
• , Imprecise oracles impose limits to predictability in supervised learning
• , Improved (Provable) Algorithms for the Shortest Vector Problem via Bounded Distance Decoding
• , Improving Few-Shot Learning using Composite Rotation based Auxiliary Task
• , Modeling procrastination as rational metareasoning about task effort
• , One and known: Incidental probability judgments from very few samples
• , Opening the Blackbox: Accelerating Neural Differential Equations by Regularizing Internal Solver Heuristics
• , Program Synthesis as Dependency Quantified Formula Modulo Theory
• , SMT-Based Optimal Deployment of Mobile Robot Rechargers

 

Research Areas | Publications | SIGTACS | SESRes | SIGDATA | SURGE | SIGML | Vision