Kanishka Tyagi

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 19

Top Topics

Top Venues

Neural Process. Lett.

Publications

Tushar Chugh, Kanishka Tyagi, Pranesh Srinivasan, Jeshwanth Challagundla
State-Based Dynamic Graph with Breadth First Progression For Autonomous Robots. CCWC (2024)
Tushar Chugh, Kanishka Tyagi, Adi Mopidevi, Rolly Seth
From Aisles to Smiles: Carrey's Impact on Customer Journey. HRI (Companion) (2024)
Jeshwanth Challagundla, Kanishka Tyagi, Tushar Chugh, Michael T. Manry
Multiple Gain Adaptations for Improved Neural Networks Training. CCWC (2024)
Tushar Chugh, Kanishka Tyagi, Rolly Seth
Machine Learning Techniques for Non-Intrusive Load Monitoring for Enhanced Energy Predictions. CCWC (2024)
Chinmay Rane, Kanishka Tyagi, Tushar Chugh, Nirmala Murali
Dynamic Activations for Neural Net Training. Tiny Papers @ ICLR (2024)
Chinmay Rane, Kanishka Tyagi, Sanjeev S. Malalur, Yash Shinge, Michael T. Manry
Optimal Input Gain: All You Need to Supercharge a Feed-Forward Neural Network. CoRR (2023)
Chinmay Rane, Kanishka Tyagi, Michael T. Manry
Optimizing Performance of Feedforward and Convolutional Neural Networks through Dynamic Activation Functions. CoRR (2023)
Kanishka Tyagi, Chinmay Rane, Michael T. Manry
Automated Sizing and Training of Efficient Deep Autoencoders using Second Order Algorithms. CoRR (2023)
Steven Shaw, Kanishka Tyagi, Shan Zhang
Teacher-Student Knowledge Distillation for Radar Perception on Embedded Accelerators. CoRR (2023)
Kanishka Tyagi, Shan Zhang, Yihang Zhang, John L. Kirkwood, Sanling Song, Narbik Manukian
Machine Learning Based Early Debris Detection Using Automotive Low Level Radar Data. ICASSP (2023)
Asish Kumar Mishra, Kanishka Tyagi, Deepak Mishra
Utilizing Super-Resolution for Enhanced Automotive Radar Object Detection. ICIP (2023)
Steven Shaw, Kanishka Tyagi, Shan Zhang
Teacher-Student Knowledge Distillation for Radar Perception on Embedded Accelerators. ACSSC (2023)
Kanishka Tyagi, Chinmay Rane, Bito Irie, Michael T. Manry
Multistage Newton's Approach for Training Radial Basis Function Neural Networks. SN Comput. Sci. 2 (5) (2021)
Kanishka Tyagi, Son Nguyen, Rohit Rawat, Michael T. Manry
Second Order Training and Sizing for the Multilayer Perceptron. Neural Process. Lett. 51 (1) (2020)
Kanishka Tyagi, Michael T. Manry
Multi-step Training of a Generalized Linear Classifier. Neural Process. Lett. 50 (2) (2019)
Parastoo Kheirkhah, Kanishka Tyagi, Son Nguyen, Michael T. Manry
Structural adaptation for sparsely connected MLP using Newton's method. IJCNN (2017)
Yilong Hao, Kanishka Tyagi, Rohit Rawat, Michael T. Manry
Second order design of multiclass kernel machines. IJCNN (2016)
Son Nguyen, Kanishka Tyagi, Parastoo Kheirkhah, Michael T. Manry
Partially affine invariant back propagation. IJCNN (2016)
Soumitro Swapan Auddy, Kanishka Tyagi, Son Nguyen, Michael T. Manry
Discriminant vector tranformations in neural network classifiers. IJCNN (2016)
Kanishka Tyagi, Nojun Kwak, Michael T. Manry
Norm. ICPRAM (2014)
Xun Cai, Kanishka Tyagi, Michael T. Manry, Zhi Chen
An efficient conjugate gradient based learning algorithm for multiple optimal learning factors of multilayer perceptron neural network. IJCNN (2014)
Aditi S. Godbole, Kanishka Tyagi, Michael T. Manry
Neural decision directed segmentation of silicon defects. IJCNN (2013)
Xun Cai, Kanishka Tyagi, Michael T. Manry
Training multilayer perceptron by using optimal input normalization. FUZZ-IEEE (2011)
Kanishka Tyagi, Xun Cai, Michael T. Manry
Fuzzy C-means clustering based construction and training for second order RBF network. FUZZ-IEEE (2011)
Sandeep Kumar Yadav, Kanishka Tyagi, B. Shah, Prem Kumar Kalra
Audio Signature-Based Condition Monitoring of Internal Combustion Engine Using FFT and Correlation Approach. IEEE Trans. Instrum. Meas. 60 (4) (2011)
Xun Cai, Kanishka Tyagi, Michael T. Manry
An optimal construction and training of second order RBF network for approximation and illumination invariant image segmentation. IJCNN (2011)
Prem Kumar Kalra, Deepak Mishra, Kanishka Tyagi
A Novel Complex-Valued Counterpropagation Network. CIDM (2007)