Research Papers from the Department in the year 2023-24

Research papers published in Journals

• , scDREAMER for atlas-level integration of single-cell datasets using deep generative model paired with adversarial classifier
• , Statistical prediction alone cannot identify good models of behavior

Research papers published in Conferences

• , A Bug's New Life: Creating Refute Questions from Filtered CS1 Student Code Snapshots
• , A Probabilistic Framework for Lifelong Test-Time Adaptation
• , A Weyl Criterion for Finite-State Dimension
• , Advances in Automated Pedagogical Error Repair
• , Corruption-tolerant Algorithms for Generalized Linear Models
• , Deep Encoders with Auxiliary Parameters for Extreme Classification
• , Effective Continued Fraction Dimension versus Effective Hausdorff Dimension of Reals
• , Gradient Perturbation-based Efficient Deep Ensembles
• , Groups are better than individuals at solving optimum stopping problems
• , KalpaVriksh: Efficient and Cost-effective GUI Application Hosting using Singleton Snapshots
• , Lens: Experiencing Multi-level Page Tables at Close Quarters
• , MalXCap: A Method for Malware Capability Extraction
• , Measuring moral vacillations
• , Measuring the completeness of race models for perceptual decision-making
• , Measuring the time utility of mental effort
• , NGAME: Negative Mining-aware Mini-batching for Extreme Classification
• , On the Composition of Randomized Query Complexity and Approximate Degree
• , On the Masking-Friendly Designs for Post-Quantum Cryptography
• , Personalized Retrieval over Millions of Items
• , PRIORITY: An Intelligent Problem Indicator Repository
• , Real numbers equally compressible in every base
• , STL-Based Synthesis of Feedback Controllers Using Reinforcement Learning
• , Synthesis with Explicit Dependencies
• , Tracking multiple objects without indexes
• , Understanding Clique Formation in Social Networks
• , Unpredictability shortens planning horizons
• , Using learnable physics for real-time exercise form recommendations

 

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