Homanga Bharadhwaj

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A Bayesian Approach with Type-2 Student-tMembership Function for T-S Model Identification pdf

Vikas Singh, Homanga Bharadhwaj, Nishchal K Verma, 2020, ArXiv.

A Data-Efficient Framework for Training and Sim-to-Real Transfer of Navigation Policies

Yoshua Bengio, Liam Paull, Zihan Wang, 2018, 2019 International Conference on Robotics and Automation (ICRA).

De-anonymization of authors through arXiv submissions during double-blind review pdf

Animesh Garg, Ashton Anderson, Homanga Bharadhwaj, 2020, ArXiv.

Hierarchical Multi-Task Learning for Healthy Drink Classification

Brian Y. Lim, Homanga Bharadhwaj, Homin Park, 2019, 2019 International Joint Conference on Neural Networks (IJCNN).

MANGA: Method Agnostic Neural-policy Generalization and Adaptation

Shin-ichi Maeda, Homanga Bharadhwaj, Shoichiro Yamaguchi, 2019, 2020 IEEE International Conference on Robotics and Automation (ICRA).

Explainable recommender system that maximizes exploration

Homanga Bharadhwaj, Homanga Bharadhwaj, 2019, IUI Companion.

Generalized Adversarially Learned Inference pdf

Abhishek Kumar, Piyush Rai, Homanga Bharadhwaj, 2020, AAAI.

New Tab Page Recommendations Strongly Concentrate Web Browsing to Familiar Sources

Nisheeth Srivastava, Homanga Bharadhwaj, Nisheeth Srivastava, 2019, WebSci.

D2RL: Deep Dense Architectures in Reinforcement Learning pdf

Animesh Garg, Samarth Sinha, Homanga Bharadhwaj, 2020, ArXiv.

Explanations for Temporal Recommendations

Homanga Bharadhwaj, Shruti Joshi, Homanga Bharadhwaj, 2018, KI - Künstliche Intelligenz.

A Type-2 Fuzzy Systems Approach for Clustering-Based Identification of a T-S Regression Model

Vikas Singh, Nishchal K. Verma, Homanga Bharadhwaj, 2019 .

Layer-wise Relevance Propagation for Explainable Recommendations pdf

Homanga Bharadhwaj, 2018, ArXiv.

Continual Model-Based Reinforcement Learning with Hypernetworks pdf

Florian Shkurti, Homanga Bharadhwaj, Yizhou Huang, 2020, ArXiv.

A Generative Framework for Zero-Shot Learning with Adversarial Domain Adaptation

Piyush Rai, Vinay Verma, Homanga Bharadhwaj, 2019, 2020 IEEE Winter Conference on Applications of Computer Vision (WACV).

Diversity inducing Information Bottleneck in Model Ensembles

Hugo Larochelle, Animesh Garg, Florian Shkurti, 2020 .

Dynamics-Aware Latent Space Reachability for Exploration in Temporally-Extended Tasks pdf

Animesh Garg, Florian Shkurti, Homanga Bharadhwaj, 2020, ArXiv.

DIBS: Diversity inducing Information Bottleneck in Model Ensembles pdf

Hugo Larochelle, Anirudh Goyal, Animesh Garg, 2020, AAAI.

RecGAN: recurrent generative adversarial networks for recommendation systems

Brian Y. Lim, Homin Park, Homanga Bharadhwaj, 2018, RecSys.

DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning

Yoshua Bengio, Joseph Paul Cohen, Karsten Roth, 2020, ECCV.

Conservative Safety Critics for Exploration pdf

Nicholas Rhinehart, Animesh Garg, Florian Shkurti, 2020, ICLR.

New tab page recommendations cause a strong suppression of exploratory web browsing behaviors pdf

Nisheeth Srivastava, Homanga Bharadhwaj, Nisheeth Srivastava, 2018, ArXiv.

Learning by Watching: Physical Imitation of Manipulation Skills from Human Videos pdf

Animesh Garg, Samarth Sinha, Homanga Bharadhwaj, 2021, ArXiv.

Skill Transfer via Partially Amortized Hierarchical Planning pdf

Animesh Garg, Florian Shkurti, Danijar Hafner, 2020, ArXiv.

Meta-Learning for User Cold-Start Recommendation

Homanga Bharadhwaj, Homanga Bharadhwaj, 2019, 2019 International Joint Conference on Neural Networks (IJCNN).

Model-Predictive Control via Cross-Entropy and Gradient-Based Optimization

Florian Shkurti, Homanga Bharadhwaj, Kevin Xie, 2020, L4DC.

GALI: Generalized Adversarially Learned Inference.

Abhishek Kumar, Piyush Rai, Homanga Bharadhwaj, 2020 .

A Synchro-phasor Assisted Optimal Features Based Scheme for Fault Detection and Classification

Avinash Kumar, Abheejeet Mohapatra, Homanga Bharadhwaj, 2019, 2019 International Joint Conference on Neural Networks (IJCNN).

Layer-Wise Relevance Propagation for Explainable Deep Learning Based Speech Recognition

Homanga Bharadhwaj, 2018, 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT).

LEAF: Latent Exploration Along the Frontier

Animesh Garg, Florian Shkurti, Homanga Bharadhwaj, 2020 .

Conservative Safety Critics for Exploration pdf

Sergey Levine, Nicholas Rhinehart, Animesh Garg, 2021, ICLR.

Auditing Robot Learning for Safety and Compliance during Deployment pdf

Homanga Bharadhwaj, Homanga Bharadhwaj, 2021, ArXiv.

Latent Skill Planning for Exploration and Transfer

Florian Shkurti, Danijar Hafner, Homanga Bharadhwaj, 2020, ICLR.

Learning by Watching: Physical Imitation of Manipulation Skills from Human Videos

Animesh Garg, Samarth Sinha, Homanga Bharadhwaj, 2021, 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

Auditing AI models for Verified Deployment under Semantic Specifications pdf

Anima Anandkumar, De-An Huang, Homanga Bharadhwaj, 2021, ArXiv.

D2RL: Deep Dense Architectures in Reinforcement Learning pdf

Animesh Garg, Samarth Sinha, Homanga Bharadhwaj, 2020, ArXiv.