Akshay Malhotra

39 papers A* 2B 3C 3Misc 2Journal 19Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
From Fewer Samples to Fewer Bits: Reframing Dataset Distillation as Joint Optimization of Precision and Compactness.
CoRR
My H. Dinh, Aditya Sant, Akshay Malhotra, Keya Patani, Shahab Hamidi-Rad
2026 J jnl
LWM-Temporal: Sparse Spatio-Temporal Attention for Wireless Channel Representation Learning.
CoRR
Sadjad Alikhani, Akshay Malhotra, Shahab Hamidi-Rad, Ahmed Alkhateeb
2026 J jnl
Wireless Dataset Similarity: Measuring Distances in Supervised and Unsupervised Machine Learning.
CoRR
João Morais, Sadjad Alikhani, Akshay Malhotra, Shahab Hamidi-Rad, Ahmed Alkhateeb
2025 — conf
A Self-Refining Multi-Layer Receiver Pipeline.
IEEECONF
Shahab Hamidi-Rad, Akshay Malhotra
2025 — conf
Comparing Stochastic and Ray-tracing Datasets in Machine Learning for Wireless Applications.
IEEECONF
João Morais, Akshay Malhotra, Shahab Hamidi-Rad, Ahmed Alkhateeb
2025 — conf
Joint Spatio-Temporal Feature Extraction for Channel State Prediction in MIMO Systems.
CCNC
Satyavrat Wagle, Akshay Malhotra, Shahab Hamidi-Rad, Mohamed Salah Ibrahim, Christopher G. Brinton
2025 — conf
Multipart Structured Autoencoder for Efficient CSI Compression.
IEEECONF
Mohamed Salah Ibrahim, Akshay Malhotra
2025 J jnl
Online kernel-based clustering.
Pattern Recognit.
Abrar Alam, Akshay Malhotra, Ioannis D. Schizas
2025 C conf
PROMPT: Prediction of Channel Metrics for Proactive Optimization in Cellular Networks.
WoWMoM
Subhramoy Mohanti, Akshay Malhotra, Muhammad Umar Bin Farooq, Jaideep Chandrashekar
2025 A* conf
Physics-based Generative Models for Geometrically Consistent and Interpretable Wireless Channel Synthesis.
IJCAI
Satyavrat Wagle, Akshay Malhotra, Shahab Hamidi-Rad, Aditya Sant, David J. Love, Christopher G. Brinton
2025 J jnl
Sculpting Latent Spaces With MMD: Disentanglement With Programmable Priors.
CoRR
Quentin Fruytier, Akshay Malhotra, Shahab Hamidi-Rad, Aditya Sant, Aryan Mokhtari, Sujay Sanghavi
2024 — conf
A Dataset Similarity Evaluation Framework for Wireless Communications and Sensing.
IEEECONF
João Morais, Sadjad Alikhani, Akshay Malhotra, Shahab Hamidi-Rad, Ahmed Alkhateeb
2024 J jnl
A Dataset Similarity Evaluation Framework for Wireless Communications and Sensing.
CoRR
João Morais, Sadjad Alikhani, Akshay Malhotra, Shahab Hamidi-Rad, Ahmed Alkhateeb
2024 J jnl
Data-Driven Subsampling in the Presence of an Adversarial Actor.
CoRR
Abu Shafin Mohammad Mahdee Jameel, Ahmed P. Mohamed, Jinho Yi, Aly El Gamal, Akshay Malhotra
2024 — conf
Deep Linearization Mappings for Canonical Correlation Clustering.
IEEECONF
Akshay Malhotra, Ioannis D. Schizas, João Morais
2024 J jnl
Deep OFDM Channel Estimation: Capturing Frequency Recurrence.
CoRR
Abu Shafin Mohammad Mahdee Jameel, Akshay Malhotra, Aly El Gamal, Shahab Hamidi-Rad
2024 J jnl
Deep OFDM Channel Estimation: Capturing Frequency Recurrence.
IEEE Commun. Lett.
Abu Shafin Mohammad Mahdee Jameel, Akshay Malhotra, Aly El Gamal, Shahab Hamidi-Rad
2024 — conf
Low Complexity Beam Domain Processing for Autoencoder Based CSI Compression.
SAM
Mohamed Salah Ibrahim, Akshay Malhotra
2023 — conf
A Deep Learning Method for Joint Compression and Unsupervised Denoising of CSI Feedback.
ICC
Teng-Hui Huang, Akshay Malhotra, Shahab Hamidi-Rad
2023 B conf
Group Sparsity via Implicit Regularization for MIMO Channel Estimation.
WCNC
Akshay Kumar, Akshay Malhotra, Shahab Hamidi-Rad
2023 B conf
Pilot-free Transmission in 3GPP OFDM MIMO Systems via Canonical Correlation.
GLOBECOM
Omar M. Sleem, Mohamed Salah Ibrahim, Akshay Malhotra, Mihaela C. Beluri
2023 J jnl
Unsupervised Learning for Pilot-free Transmission in 3GPP MIMO Systems.
CoRR
Omar M. Sleem, Mohamed Salah Ibrahim, Akshay Malhotra, Mihaela C. Beluri, Philip Pietraski
2022 J jnl
Fast Global Optimization for Hybrid Beamforming in Limited Feedback mmWave Systems.
IEEE Wirel. Commun. Lett.
Akshay Malhotra, Mohamed Salah Ibrahim, Shahab Hamidi-Rad, Mihaela C. Beluri, Arnab Roy
2022 A* conf
Optimizing Camera Placements for Overlapped Coverage with 3D Camera Projections.
ICRA
Akshay Malhotra, Dhananjay Singh, Tushar Dadlani, Luis Yoichi Morales
2022 J jnl
Optimizing Camera Placements for Overlapped Coverage with 3D Camera Projections.
CoRR
Akshay Malhotra, Dhananjay Singh, Tushar Dadlani, Luis Yoichi Morales
2022 B conf
Vandermonde Constrained Tensor Decomposition for Hybrid Beamforming in Multi-Carrier MIMO Systems.
GLOBECOM
Mohamed Salah Ibrahim, Akshay Malhotra, Mihaela C. Beluri, Arnab Roy, Shahab Hamidi-Rad
2020 J jnl
On unsupervised simultaneous kernel learning and data clustering.
Pattern Recognit.
Akshay Malhotra, Ioannis D. Schizas
2019 C conf
Generative Networks for Synthesizing Human Videos in Text-Defined Outfits.
MMSP
Akshay Malhotra, Viswanathan Swaminathan, Gang Wu, Ioannis D. Schizas
2018 J jnl
MILP-Based Unsupervised Clustering.
IEEE Signal Process. Lett.
Akshay Malhotra, Ioannis D. Schizas
2018 J jnl
Unsupervised Kernel Correlations Based Hyperspectral Clustering With Missing Pixels.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Kazi Tanzeem Shahid, Akshay Malhotra, Ioannis D. Schizas, Saibun Tjuatja
2018 Misc conf
Unsupervised Kernel Learning for Correlation Based Clustering.
ACSSC
Akshay Malhotra, Kazi Tanzeem Shahid, Ioannis D. Schizas
2017 J jnl
A packet priority intimation-based data transmission for congestion free traffic management in wireless sensor networks.
Comput. Electr. Eng.
Maya Shelke, Akshay Malhotra, Parikshit Mahalle
2017 J jnl
Data-driven sensors clustering and filtering for communication efficient field reconstruction.
Signal Process.
Jia Chen, Akshay Malhotra, Ioannis D. Schizas
2017 J jnl
Distributed Power Profile Tracking for Heterogeneous Charging of Electric Vehicles.
IEEE Trans. Smart Grid
Akshay Malhotra, Giulio Binetti, Ali Davoudi, Ioannis D. Schizas
2017 C conf
Fault tolerant unsupervised kernel-based information clustering in hyperspectral images.
IGARSS
Akshay Malhotra, Kazi Tanzeem Shahid, Ioannis D. Schizas, Saibun Tjuatja
2016 J jnl
Fuzzy-based fault-tolerant low-energy adaptive clustering hierarchy routing protocol for wireless sensor network.
Int. J. Wirel. Mob. Comput.
Maya Shelke, Getenet Tefera, Akshay Malhotra, Parikshit Mahalle
2016 — conf
Impact of charging interruptions in coordinated electric vehicle charging.
GlobalSIP
Akshay Malhotra, Nuh Erdogan, Giulio Binetti, Ioannis D. Schizas, Ali Davoudi
2015 Misc conf
Information-based clustering and filtering for field reconstruction.
ACSSC
Jia Chen, Akshay Malhotra, Ioannis D. Schizas
2013 — conf
Monocular vision based real-time exploration in autonomous rovers.
ICACCI
Prabhakar Mishra, J. K. Kishore, Rakshith Shetty, Akshay Malhotra, Rahul Kukreja