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
• , Efficiently factoring polynomials modulo p4
• , Robust statistical calibration and characterization of portable low-cost air quality monitoring sensors

Research papers published in Conferences

• , A Decentralized Reinforcement Learning System for Patrol Routing
• , A Largish Sum-of-Squares Implies Circuit Hardness and Derandomization
• , Beyond Image to Depth: Improving Depth Prediction using Echoes
• , DECAF : Deep Extreme Classification with Label Features
• , Decentralized Reinforcement Learning for Multi-Agent Patrol Routing
• , DeepDetect: A Practical On-device Android Malware Detector
• , Demystifying the border of depth-3 algebraic circuits
• , Designing Samplers is Easy: The Boon of Testers
• , Deterministic identity testing paradigms for bounded top-fanin depth-4 circuits
• , Dimension-Preserving Reductions Between SVP and CVP in Different p-Norms
• , ECLARE: Extreme Classification with Label Graph Correlations
• , Emergent Road Rules In Multi-Agent Driving Environments
• , Empirical Analysis of Architectural Primitives for NVRAM Consistency
• , Engineering an Efficient Boolean Functional Synthesis Engine
• , Ergodic theorems and converses for PSPACE functions
• , Explaining the Performance of Supervised and Semi-Supervised Methods for Automated Sparse Matrix Format Selection
• , Federated matched averaging with information-gain based parameter sampling
• , Fine-Grained Emotion Prediction by Modeling Emotion Definitions
• , GraphReach: Position-Aware Graph Neural Network using Reachability Estimations
• , ILDC for CJPE: Indian Legal Documents Corpus for Court Judgment Prediction and Explanation
• , 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
• , On Algorithms to Find p-ordering
• , One and known: Incidental probability judgments from very few samples
• , Opening the Blackbox: Accelerating Neural Differential Equations by Regularizing Internal Solver Heuristics
• , Privacy preserving record linkage with block-chains
• , Program Synthesis as Dependency Quantified Formula Modulo Theory
• , Provisioning Differentiated QoS for NVMe over Fabrics
• , Robust non-Parametric Regression via Incoherent Subspace Projections
• , Sangrahaka: A Tool for Annotating and Querying Knowledge Graphs
• , SiameseXML: Siamese Networks meet Extreme Classifiers with 100M Labels
• , SMT-Based Optimal Deployment of Mobile Robot Rechargers
• , Specification Guided Automated Synthesis of Feedback Controllers
• , Thermal-aware Adaptive Platform Management for Heterogeneous Embedded Systems
• , VerSaChI: Finding Statistically Significant Subgraph Matches using Chebyshev’s Inequality

 

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