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![Publication Image](/images/publications/Hypergraph.webp)
Hypergraph partitioning using tensor eigenvalue decomposition
https://doi.org/10.1371/journal.pone.0288457
![Publication Image](/images/publications/MultiCens-Multilayer-network-centrality-measures-to-uncover-molecular-mediators-of-tissue-tissue-communication.webp)
MultiCens: Multilayer network centrality measures to uncover molecular mediators of tissue-tissue communication
https://doi.org/10.1371/journal.pcbi.1011022
![Publication Image](/images/publications/AI-and-Data-Science-Centers-in-Top-Indian-Academic-Institutions.webp)
AI and Data Science Centers in Top Indian Academic Institutions
https://doi.org/10.1145/3556634
![Publication Image](/images/publications/tomboost-a-topic-modelling-based-boosting-approach-for-learning-with-class-imbalance.webp)
TOMBoost: a topic modeling based boosting approach for learning with class imbalance
https://doi.org/10.1007/s41060-022-00363-8
![Publication Image](/images/publications/Integration-of-machine-learning-and-first-principles-models.webp)
Integration of machine learning and first principles models
[https://doi.org/10.1002/aic.17715]
![Publication Image](/images/publications/publication-default.webp)
On Combining Bags to Better Learn from Label Proportions
https://research.google/pubs/pub51096/
![Publication Image](/images/publications/Inductive-Bias-of-Gradient-Descent-for-Weight-Normalized-Smooth-Homogeneous-Neural-Nets.webp)
Inductive Bias of Gradient Descent for Weight Normalized Smooth Homogeneous Neural Nets
https://proceedings.mlr.press/v167/morwani22a.html
![Publication Image](/images/publications/publication-default.webp)
An Enhanced Advising Model in Teacher-Student framework using State Categorization
https://ojs.aaai.org/index.php/AAAI/article/view/16823
![Publication Image](/images/publications/Aided-Selection.webp)
Aided Selection of Sampling Methods for Imbalanced Data Classification
https://doi.org/10.1145/3430984.3431029
![Publication Image](/images/publications/publication-default.webp)
Consistent plug-in classifiers for complex objectives and constraints
https://proceedings.neurips.cc//paper/2020/file/eab1bceaa6c5823d7ed86cfc7a8bd824-Paper.pdf
![Publication Image](/images/publications/Inductive%20Bias%20of%20Gradient%20Descent%20for%20Exponentially%20Weight%20Normalized%20Smooth%20Homogeneous%20Neural%20Nets.webp)
Inductive Bias of Gradient Descent for Exponentially Weight Normalized Smooth Homogeneous Neural Nets
https://arxiv.org/abs/2010.12909
![Publication Image](/images/publications/Hypergraph-Clustering-by-Iteratively-Reweighted-Modularity-Maximization.webp)
Hypergraph Clustering by Iteratively Reweighted Modularity Maximization
https://doi.org/10.1007/s41109-020-00300-3
![Publication Image](/images/publications/HPRA-Hyperedge-Prediction-using-Resource-Allocation.webp)
HPRA: Hyperedge Prediction using Resource Allocation
https://doi.org/10.1145/3394231.3397903
![Publication Image](/images/publications/Machine-Learning-Applications-for-Mass-Spectrometry-Based-Metabolomics.webp)
Machine Learning Applications for Mass Spectrometry-Based Metabolomics
https://doi.org/10.3390/metabo10060243
![Publication Image](/images/publications/Dyvedeep-Dynamic-variable-effort-deep-neural-networks.webp)
Dyvedeep: Dynamic variable effort deep neural networks
https://doi.org/10.1145/3372882
![Publication Image](/images/publications/publication4.webp)
Conducting non-adaptive experiments in a live setting: a Bayesian approach to determining optimal sample size
https://doi.org/10.1115/1.4045603
![Publication Image](/images/publications/Ablation-CAM-Visual-Explanations-for-Deep-Convolutional-Network.webp)
Ablation-CAM: Visual Explanations for Deep Convolutional Network via Gradient-free Localization
https://doi.org/10.1109/WACV45572.2020.9093360
![Publication Image](/images/publications/PlotQA-Reasoning-over-Scientific-Plots.webp)
PlotQA: Reasoning over Scientific Plots
https://doi.org/10.1109/WACV45572.2020.9093523
![Publication Image](/images/publications/Comparison-of-first-trimester-dating-methods-for-gestational-age-estimation.webp)
Comparison of first trimester dating methods for gestational age estimation and their implication on preterm birth classification in a North Indian cohort
https://doi.org/10.1101/2019.12.27.19016006
![Publication Image](/images/publications/Novel-ratio-metric-features-enable-the-identification-of-new-driver-genes.webp)
Novel ratio-metric features enable the identification of new driver genes across cancer types
https://doi.org/10.1101/2020.01.17.910075
![Publication Image](/images/publications/EMPIR-Ensembles-of-Mixed-Precision-Deep-Networks.webp)
EMPIR: Ensembles of Mixed Precision Deep Networks for Increased Robustness against Adversarial Attacks
https://arxiv.org/abs/2004.10162
![Publication Image](/images/publications/Interpretability-with-Accurate-Small-Models.webp)
Interpretability With Accurate Small Models
https://doi.org/10.3389/frai.2020.00003
![Publication Image](/images/publications/Predicting-software-defect-type-using-concept-based-classification.webp)
Predicting software defect type using concept-based classification
https://doi.org/10.1007/s10664-019-09779-6
![Publication Image](/images/publications/Towards-Accurate-Vehicle-Behaviour-Classification-With-Multi-Relational.webp)
Towards Accurate Vehicle Behaviour Classification With Multi-Relational Graph Convolutional Networks
https://doi.org/10.1109/IV47402.2020.9304822
![Publication Image](/images/publications/Graph-Convolutional-Network-with-Sequential-Attention.webp)
Graph Convolutional Network with Sequential Attention for Goal-Oriented Dialogue Systems
https://doi.org/10.1162/tacl_a_00284
![Publication Image](/images/publications/A-New-Measure-of-Modularity-in-Hypergraph.webp)
A New Measure of Modularity in Hypergraphs: Theoretical Insights and Implications for Effective Clustering
https://doi.org/10.1007/978-3-030-36687-2_24
![Publication Image](/images/publications/Extra-Transfer-guided-exploration.webp)
Extra: Transfer-guided exploration
https://dl.acm.org/doi/10.5555/3398761.3399050
![Publication Image](/images/publications/Rate-of-Change-Analysis-for-Interestingness-Measures.webp)
Rate of Change Analysis for Interestingness Measures
https://doi.org/10.1007/s10115-019-01352-3
![Publication Image](/images/publications/Studying-Plasticity-Deep-Convolutional-Neural-Network.webp)
Studying the Plasticity in Deep Convolutional Neural Networks using Random Pruning
https://doi.org/10.1007/s00138-018-01001-9
![Publication Image](/images/publications/Pack-and-Detect-Fast-Object-Detection-in-Videos.webp)
Pack and Detect: Fast Object Detection in Videos Using Region-of-Interest Packing
https://doi.org/10.1145/3297001.3297020
![Publication Image](/images/publications/On-Controllable-Sparse-Alternatives-to-Softmax.webp)
On Controllable Sparse Alternatives to Softmax
https://arxiv.org/abs/1810.11975
![Publication Image](/images/publications/Consistent-algorithms-for-multiclass-classification.webp)
Consistent algorithms for multiclass classification with a reject option
https://arxiv.org/abs/1505.04137
![Publication Image](/images/publications/Network-based-features-enable-prediction-of-essential-genes.webp)
Network-based features enable prediction of essential genes across diverse organisms
https://doi.org/10.1371/journal.pone.0208722
![Publication Image](/images/publications/Dynamic-Action-Repetition-for-Deep-Reinforcement-Learning.webp)
Dynamic Action Repetition for Deep Reinforcement Learning
https://dl.acm.org/doi/10.5555/3298483.3298547
![Publication Image](/images/publications/An-autoencoder-approach-to-learning-bilingual-word-representations.webp)
An autoencoder approach to learning bilingual word representations
https://dl.acm.org/doi/10.5555/2969033.2969034