Fairness in an Algorithmic World
Siddharth’s recent work considers fairness from a computation lens. For...
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A Vapnik’s Imperative to Unsupervised Domain Adaptation
The success of deep neural networks, in the advancement of...
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Best Fit Bin Packing with Random Order Revisited
The bin packing problem is a fundamental problem in combinatorial...
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Hardware-software co-design for easily programmable GPUs
Traditionally, the Central Processing Unit or CPU has been the...
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Model-based Simulation Methodology for EMI/EMC
Electromagnetic Interference (EMI) and Electromagnetic Compatibility (EMC) contribute to a...
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Novel Thru-Wall Radar-on-chip Technology
Dr. Gaurab Banerjee and his research group at the ECE...
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Advanced Healthcare Technologies
The research group at BEES Lab, DESE, is developing advanced...
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Optimal Algorithms for Statistical Inference and Learning under Information Constraints
Classical statistics assumes that data samples are available in their...
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Optimal Design and Control of Dual Active Bridge DC-DC Converters
Dual active bridge isolated DC-DC converters are now widely used...
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Ultrafast Charge and Energy Transfer Across van der Waals Heterojunctions
Two-dimensional layered semiconductors, for example, the monolayer transition metal dichalcogenides,...
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Uniqueness of rigid point-cloud registration
A necessary and sufficient condition for uniquely registering a system...
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The value of timing information in event-triggered control
This work demonstrates that in event-triggered control, the timing of...
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Next generation Programmable Logic Controller (PLC) platform hardware
Zero Energy Networks (ZEN) laboratory has designed and developed a...
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Phonon limited anisotropic quantum transport in phosphorene field effect transistors
We develop a computer code, which elucidates the intricate electron-phonon coupling...
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Coding Analog of Superadditivity using Quantum Tensor Product Codes
Researchers at PNSI lab led by Prof. Garani are actively...
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Rate-optimal Coded Quantum Networks
Rate-optimal Coded Quantum Networks, Eavesdropping and more: We encode k...
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Semi-Supervised Cross-Modal Retrieval With Label Prediction
Cross-modal retrieval with image-text, sketch-image, etc. are gaining increasing importance...
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Deep Unsupervised Speech Representation Learning
The performance of speech systems is degraded in the presence...
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Open-source modular and reusable compiler infrastructure for MLAI computations
The highlight has been the creation of an open-source modular...
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Nonlinear optics with emerging two-dimensional materials
Nonlinear optical study of emerging two-dimensional (2D) materials is interesting...
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Streaming Codes for Low-Latency Communication
Ensuring reliable communication with low latency, is key to next-generation...
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Privaros: A framework for privacy-compliant delivery drones
E-commerce companies are poised to use delivery drones to revolutionize...
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Voltage Equalizer for Electrochemical Energy Storages
A voltage equalizer ensures uniform voltage distribution in a series-connected...
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Can a Machine Learn Charge Density Waves?
Charge density wave (CDW) is a quantum mechanical phenomenon, which...
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SFNet: A Computationally Efficient Source Filter Model Based Neural Speech Synthesis
A reduced-complexity speech synthesizer is developed by reformulating the source-filter...
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Fast Local Page-Tables for Virtualized NUMA Servers with vMitosis
Increasing memory heterogeneity mandates careful data placement to hide the non-uniform...
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Resource Allocation with Reduced Feedback and Distributed Multiple Access in Full-Duplex Cellular and WiFi Systems
Full-duplex promises to double the data rates by enabling simultaneous...
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Neuromorphic CMOS-MoS2 based hybrid system for low power edge-computing
The brain is an ideal template for next-generation computing architectures....
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Edit Distance between Merge Trees
Physical phenomena are often modeled as scalar functions. A merge...
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Optimal Transmit Antenna Selection in Underlay Spectrum Sharing
Spectrum sharing is essential to meet the ever-increasing demand of...
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MM Wave 5G Beam steering Antenna Array
An active beam steering antenna array with 64 elements along...
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Combining queueing theory with deep reinforcement learning for scheduling and power control
We propose a novel Multicast queue for wireless content centric...
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Teaching A GAN what not to learn
Semi-supervised generative adversarial networks (GANs) consist of neural networks tasked...
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Accuracy-Robustness Trade-offs in Data-driven Control
Despite the widespread use of ML/data-driven algorithms, provable guarantees on...
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Linear Dynamical Systems with Sparsity Constraints
Consider a linear dynamical system with sparsity constraints on the...
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The Bulk and the Extremes of Minimal Spanning Acycles and Persistence Diagrams of Random Complexes
The expected weight of the Minimum Spanning Tree (MST) in...
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Interaction of Electromagnetic Wave with Dielectric Medium having Arbitrarily Time-modulated Permittivity: An FDTD Approach
The concept of time-varying media (temporal photonic crystals) is recently...
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Reward Biased Maximum Likelihood Estimate Approach to Online Machine Learning
We revisit the Reward Biased Maximum Likelihood Estimate (RBMLE) algorithm...
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UNMASQUE: Shedding Light on Opaque Application Queries
We have defined a new reverse-engineering problem of unmasking SQL...
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FaastLane: Accelerating Function-as-a-Service Workflows
Function-as-a-service (FaaS) workflows implement application logic by interacting and exchanging...
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Accelerated Aging Studies on HVAC & HVDC Composite Insulators
Accelerated aging studies are performed to study the estimated and...
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Estimating the COVID-19 burden in Karnataka
This work, a Karnataka-wide COVID-19 serological survey, provided a wealth...
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Giving your co-programmer maximum leeway
Programs are ubiquitous, be it the browser you are using...
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Information dissemination on ad-hoc networks
Probabilistic forwarding along with coding, as a broadcast mechanism for...
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Suppression of lower order harmonics for a 42-sided voltage space vector structure
The research work proposes an inverter topology for the first...
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Development of Microneedles for Painless Drug Delivery
The enormous potential offered by transdermal drug delivery can be...
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An Active Voltage Stabilizer for a DC Microgrid System
DC microgrids (MG) are becoming popular as they offer several...
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No reference video quality assessment
We consider the problem of robust no reference (NR) video...
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Ballooning Multi-Armed Bandits
Online platforms such as Q&A forums (e.g. StackExchange, Reddit) receive...
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Machine Learning with Comparisons
Together with graduate student Aadirupa Saha at IISc, Aditya Gopalan’s...
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Robust Quadrupedal Locomotion
In this work, with a view toward fast deployment of...
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Multiclass- SVM Relay for Microgrid Protection
Our approach to microgrid protection in this paper uses a...
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Transient Vector Estimator based Control Scheme for EVs
The drive control schemes for electric vehicles can be classified...
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Unsupervised Deep Architectures for Attributed Network Embedding
Outliers can have an adverse effect on the embeddings of...
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SiC Based Power Converter for High-Speed Switched Reluctance Machine
This work is motivated by the requirement of a high-speed...
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A generalized framework for projection-based methods for sampling in MRI systems
MRI collects samples in the Fourier domain, called as the...
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Instructing Robots through gestures, text and speech
We are exploring the use of gestures and natural language...
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Questions Related to Anti-Ramsey Numbers
The anti-Ramsey number, ar(G, H) is the minimum integer k...
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Functional verification of asynchronous systems and protocols
Asynchronous message-passing systems are employed frequently to implement distributed mechanisms,...
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Gamma oscillations as a biomarker for early diagnosis of Alzheimer’s Disease (AD)
Electrical signals recorded from the brain often show fluctuations between...
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Learning Mixtures of Gaussians via Arithmetic Circuits
We give an efficient algorithm to solve the moment problem...
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OTFS Modulation for 5G and Beyond
We have investigated a new modulation scheme called `Orthogonal Time...
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Algorithms with Fairness Guarantees
Humans are increasingly relying on algorithms to make decisions. Depending...
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Detection of MPLS L3 VPN Misconfiguration
Misconfigured MPLS L3 VPNs violate customer’s privacy and security. With...
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Do deep networks see the way we do?
In the Thatcher Effect (left), two inverted versions of Margaret...
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Balancing Privacy and Accountability in Blockchain Identity Management
To overcome the problem of lack of privacy in the...
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ReXPlug: Explainable Recommendation using Plug and Play Language Model
Explainable Recommendations provide the reasons behind why an item is recommended...
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CuBERT: BERT for Source Code Understanding
A significant advancement in natural-language understanding has come with the...
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Adaptive Extractors and their Application to Leakage Resilient Secret Sharing
A Leakage Resilient Secret Sharing (LRSS) is a secure secret...
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Soil’s electrical resistivity counters the fury of the lightning current
In addition to its many benign effects, lightning is one...
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Decoding Task-Specific Cognitive States with Slow, Directed Functional Networks in the Human Brain
Functional MRI (fMRI) is a leading noninvasive technique for mapping...
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Image reconstruction from sparse Fourier samples using adaptive regularization
Magnetic resonance imaging (MRI) is one of the most important...
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Deep-Interpolation: Fusion of multiple interpolations and CNN to obtain super-resolution
Architectures have been proposed that learn end‐to‐end mapping functions to improve the...
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Computational Geometry Meets Multi-Armed Bandits
Computational geometry deals with the design and analysis of algorithms...
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Hybrid Beamforming and Spatial Sigma-Delta Quantizers for mmWave MIMO systems
Sensor arrays are a key technology with several applications in...
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Transient Stability of Grid Connected Photovoltaic Generations
To reduce carbon emissions into the environment, some of the...
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Two-Timescale Stochastic Recursive Inclusions with Markov Noise
Stochastic approximation algorithms aim to find the zeros of an...
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Human-Quality Kannada TTS using Transfer Learning on Tacotron2 and WaveGlow
RaGaVeRa Indic Technologies, a startup conceptualised at IISc by Ramakrishnan...
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How do we make stochastic bandits fair?
Fairness is a key requirement in all decision making settings....
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Network Resource Provisioning for Tactile Cyber Physical Systems
Imagine a person remotely controlling a robot at the wheel...
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Platform for Smart Grid Measurements
This work involves design and implementation of a low cost,...
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AI-driven XraySetu for early-Covid interventions over WhatsApp
The project was started by Dr. Geetha Manjunath of Niramai...
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Designing the IZ4 Family of Spreading Codes for the NavIC L1 Signal
Global Navigation Satellite Systems (GNSS) employ periodic sequences having low...
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CoviHawkes: An AI tool for Covid-19
Multiple Support Recovery Using Very Few Measurements Per Sample
We study the problem of multiple support recovery from linear...
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Neuromorphic spatial navigation system with Grid and Place cells
Efficient spatial navigation is extremely essential for the survival of...
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Optimal Design and Control of Dual Active Bridge based Converters
Dual active bridge (DAB) isolated DC-DC converters are now widely...
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Breakthrough result in computational geometry
Maximum Independent Set of Rectangles (MISR) is a fundamental problem...
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Plug-and-play (PnP)
Plug-and-play (PnP) is a recent paradigm for signal reconstruction from...
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Next Generation Semiconductor Chip Testing with BIST and AI/ML
The semiconductor industry, with $600B+ in annual sales, is crucial...
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Secure Allegation Escrow System
The rising issues of harassment, exploitation, corruption and other forms...
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How many rounds of conversation needed for Secure Computation?
The round complexity of interactive protocols is one of the...
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Indigenous Advanced Healthcare Technologies
Biomedical and Electronic (10-6 to 10-9) Engineering Systems (BEES) Laboratory...
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Spider GANs: Leveraging Friendly Neighbors to Accelerate GAN Training
Training Generative adversarial networks (GANs) is a challenging task. The...
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GANs, differential equations, kernels, and Fourier Series
Generative Adversarial Networks (GANs) comprise a generator network, which...
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Neonatal Hearing Screening System Development and Validation
The proposed research explains a novel, affordable indigenous solution for...
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FEW-SHOT CROSS-DOMAIN IMAGE GENERATION
This work proposes a simple procedure to utilize a GAN...
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Estimating the Sizes of Error-Correcting Constrained Codes Via Fourier Expansions
In this work, we seek to address the problem of...
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Design of Dynamic MAC and PHY SoC for Low Power and Long-Range Networks
The project aims at developing low power, long-range radios for...
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