Mehul Motani

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 173

Top Venues

CoRR

ISIT

IEEE Trans. Inf. Theory

GLOBECOM

Publications

Kei Sen Fong, Mehul Motani
Symbolic Regression Enhanced Decision Trees for Classification Tasks. AAAI (2024)
Kei Sen Fong, Mehul Motani
MetaSR: A Meta-Learning Approach to Fitness Formulation for Frequency-Aware Symbolic Regression. GECCO (2024)
Lih Wei Chia, Mehul Motani
High-Performance OCC with Edge Processing on SPAD and Event-Based Cameras. IEEE Commun. Mag. 62 (3) (2024)
Jennifer Sumner, Anjali Bundele, Hui Wen Lim, Phillip Phan, Mehul Motani, Amartya Mukhopadhyay
Developing an Artificial Intelligence-Driven Nudge Intervention to Improve Medication Adherence: A Human-Centred Design Approach. J. Medical Syst. 48 (1) (2024)
Kei Sen Fong, Mehul Motani
Multi-Level Symbolic Regression: Function Structure Learning for Multi-Level Data. AISTATS (2024)
Chong Min John Tan, Prince Saroj, Bharat Runwal, Hardik Maheshwari, Brian Lim Yi Sheng, Richard Cottrill, Alankrit Chona, Ambuj Kumar, Mehul Motani
TaskGen: A Task-Based, Memory-Infused Agentic Framework using StrictJSON. CoRR (2024)
Kei Sen Fong, Mehul Motani
Enhancing Prediction, Explainability, Inference and Robustness of Decision Trees via Symbolic Regression-Discovered Splits. GECCO Companion (2024)
Shiyu Liu, Rohan Ghosh, Mehul Motani
AP: Selective Activation for De-sparsifying Pruned Networks. Trans. Mach. Learn. Res. 2023 (2023)
Shiyu Liu, Rohan Ghosh, Chong Min John Tan, Mehul Motani
Optimizing Learning Rate Schedules for Iterative Pruning of Deep Neural Networks. Trans. Mach. Learn. Res. 2023 (2023)
Chong Min John Tan, Mehul Motani
Large Language Model (LLM) as a System of Multiple Expert Agents: An Approach to solve the Abstraction and Reasoning Corpus (ARC) Challenge. CoRR (2023)
Lin Zhou, Mehul Motani
Finite Blocklength Lossy Source Coding for Discrete Memoryless Sources. Found. Trends Commun. Inf. Theory 20 (3) (2023)
Kei Sen Fong, Shelvia Wongso, Mehul Motani
Evolutionary Symbolic Regression: Mechanisms from the Perspectives of Morphology and Adaptability. GECCO Companion (2023)
Yanxin Yao, Yibo Chen, Han Yao, Zhengwei Ni, Mehul Motani
Multiple Task Resource Allocation Considering QoS in Energy Harvesting Systems. IEEE Internet Things J. 10 (9, May 1) (2023)
Shelvia Wongso, Rohan Ghosh, Mehul Motani
Using Sliced Mutual Information to Study Memorization and Generalization in Deep Neural Networks. AISTATS (2023)
Danliang Ho, Mehul Motani
Multi-view Modelling of Longitudinal Health Data for Improved Prognostication of Colorectal Cancer Recurrence. MLHC (2023)
Kei Sen Fong, Shelvia Wongso, Mehul Motani
Rethinking Symbolic Regression: Morphology and Adaptability in the Context of Evolutionary Algorithms. ICLR (2023)
Lin Zhou, Mehul Motani
On Finite Blocklength Lossy Source Coding. CoRR (2023)
Rohan Ghosh, Mehul Motani
Local Intrinsic Dimensional Entropy. AAAI (2023)
Chong Min John Tan, Mehul Motani
Learning, Fast and Slow: A Goal-Directed Memory-Based Approach for Dynamic Environments. CoRR (2023)
Shelvia Wongso, Rohan Ghosh, Mehul Motani
Pointwise Sliced Mutual Information for Neural Network Explainability. ISIT (2023)
Chong Min John Tan, Mehul Motani
Learning, Fast and Slow: A Goal-Directed Memory-Based Approach for Dynamic Environments. ICDL (2023)
Kei Sen Fong, Mehul Motani
DistilSR: A Distilled Version of Gene Expression Programming Symbolic Regression. GECCO Companion (2023)
Rohan Ghosh, Mehul Motani
Local Intrinsic Dimensional Entropy. CoRR (2023)
Cheuk Ting Leung, Rajshekhar Vishweshwar Bhat, Mehul Motani
Low Latency Energy-Efficient Neural Decoders for Block Codes. IEEE Trans. Green Commun. Netw. 7 (2) (2023)
Danliang Ho, Mehul Motani
Machine and Deep Learning Methods for Predicting Immune Checkpoint Blockade Response. ML4H@NeurIPS (2022)
Junhui Zhao, Lihua Yang, Minghua Xia, Mehul Motani
Unified Analysis of Coordinated Multipoint Transmissions in mmWave Cellular Networks. IEEE Internet Things J. 9 (14) (2022)
Shiyu Liu, Mehul Motani
Improving Mutual Information based Feature Selection by Boosting Unique Relevance. CoRR (2022)
Chong Min John Tan, Mehul Motani
Brick Tic-Tac-Toe: Exploring the Generalizability of AlphaZero to Novel Test Environments. CoRR (2022)
Shiyu Liu, Rohan Ghosh, Dylan Tan, Mehul Motani
AP: Selective Activation for De-sparsifying Pruned Neural Networks. CoRR (2022)
Chongyu Zhou, Chen-Khong Tham, Mehul Motani
Long-Term Incentives for Contributor-Initiated Proactive Sensing in Mobile Crowdsensing. IEEE Trans. Syst. Man Cybern. Syst. 52 (3) (2022)
Shelvia Wongso, Rohan Ghosh, Mehul Motani
Understanding Deep Neural Networks Using Sliced Mutual Information. ISIT (2022)
Senhao Gao, Mehul Motani
Combining Blind Equalization and Automatic Modulation Classification in a Loop Structure. GLOBECOM (2022)
Shiyu Liu, Rohan Ghosh, Chong Min John Tan, Mehul Motani
Optimizing Learning Rate Schedules for Iterative Pruning of Deep Neural Networks. CoRR (2022)
Chong Min John Tan, Mehul Motani
DropNet: Reducing Neural Network Complexity via Iterative Pruning. CoRR (2022)
Shiyu Liu, Rohan Ghosh, Mehul Motani
Towards Better Long-range Time Series Forecasting using Generative Forecasting. CoRR (2022)
Rajshekhar Vishweshwar Bhat, Rahul Vaze, Mehul Motani
Throughput Maximization With an Average Age of Information Constraint in Fading Channels. IEEE Trans. Wirel. Commun. 20 (1) (2021)
Danliang Ho, Iain Bee Huat Tan, Mehul Motani
Predictive models for colorectal cancer recurrence using multi-modal healthcare data. CHIL (2021)
Danliang Ho, Iain Bee Huat Tan, Mehul Motani
Prognosticating Colorectal Cancer Recurrence using an Interpretable Deep Multi-view Network. ML4H@NeurIPS (2021)
Shiyu Liu, Mehul Motani
Towards Better Long-range Time Series Forecasting using Generative Adversarial Networks. CoRR (2021)
Rohan Ghosh, Mehul Motani
Network-to-Network Regularization: Enforcing Occam's Razor to Improve Generalization. NeurIPS (2021)
Shiyu Liu, Chong Min John Tan, Mehul Motani
S-Cyc: A Learning Rate Schedule for Iterative Pruning of ReLU-based Networks. CoRR (2021)
Lihua Yang, Teng Joon Lim, Junhui Zhao, Mehul Motani
Modeling and Analysis of HetNets With Interference Management Using Poisson Cluster Process. IEEE Trans. Veh. Technol. 70 (11) (2021)
Linbo Zhang, Tong Liu, Mehul Motani
Optimal Multicasting Strategies in Underwater Acoustic Networks. IEEE Trans. Mob. Comput. 20 (2) (2021)
Yanxin Yao, Zhengwei Ni, Wanqiu Hu, Mehul Motani
Optimizing Energy Harvesting Decode-and-Forward Relays With Decoding Energy Costs and Energy Storage. IEEE Access 9 (2021)
Vignesh Sridharan, Mehul Motani, Brian Jalaian, Niranjan Suri
Fountain Coding for Information Protection in Tactical Networks. ICMCIS (2021)
Kui Cai, Han Mao Kiah, Mehul Motani, Tuan Thanh Nguyen
Coding for Segmented Edits with Local Weight Constraints. ISIT (2021)
Ting-Yi Wu, Anshoo Tandon, Lav R. Varshney, Mehul Motani
Skip-Sliding Window Codes. IEEE Trans. Commun. 69 (5) (2021)
Vikrant Malik, Rohan Ghosh, Mehul Motani
Achieving Low Complexity Neural Decoders via Iterative Pruning. CoRR (2021)
Rajshekhar Vishweshwar Bhat, Rahul Vaze, Mehul Motani
Minimization of Age of Information in Fading Multiple Access Channels. IEEE J. Sel. Areas Commun. 39 (5) (2021)
Han Mao Kiah, Anshoo Tandon, Mehul Motani
Generalized Sphere-Packing Bound for Subblock-Constrained Codes. IEEE Trans. Inf. Theory 67 (1) (2021)
Shiyu Liu, Mehul Motani
Exploring Unique Relevance for Mutual Information based Feature Selection. ISIT (2020)
Ting-Yi Wu, Anshoo Tandon, Mehul Motani, Lav R. Varshney
Outage-Constrained Rate of Skip-Sliding Window Codes. IEEE Trans. Green Commun. Netw. 4 (2) (2020)
Rajshekhar Vishweshwar Bhat, Rahul Vaze, Mehul Motani
Throughput Maximization with an Average Age of Information Constraint in Fading Channels. ICC Workshops (2020)
Zhengwei Ni, Yinan Luo, Mehul Motani, Chuanhuang Li
DoA Estimation for Lens Antenna Array via Root-MUSIC, Outlier Detection, and Clustering. IEEE Access 8 (2020)
Rajshekhar Vishweshwar Bhat, Mehul Motani, Chandra R. Murthy, Rahul Vaze
Energy Harvesting Communications With Batteries Having Cycle Constraints. IEEE Trans. Green Commun. Netw. 4 (1) (2020)
Cheuk Ting Leung, Mehul Motani, Rajshekhar Vishweshwar Bhat
Multi-Label and Concatenated Neural Block Decoders. ISIT (2020)
Danliang Ho, Dawn Qingqing Chong, Brenda Tay, Iain Bee Huat Tan, Mehul Motani
Prognosticating Colorectal Cancer Recurrence using Machine Learning Techniques. HealthCom (2020)
Cheuk Ting Leung, Rajshekhar Vishweshwar Bhat, Mehul Motani
Multi-Label Neural Decoders for Block Codes. ICC (2020)
Chong Min John Tan, Mehul Motani
DropNet: Reducing Neural Network Complexity via Iterative Pruning. ICML (2020)
Chongyu Zhou, Chen-Khong Tham, Mehul Motani
Online auction for scheduling concurrent delay tolerant tasks in crowdsourcing systems. Comput. Networks 169 (2020)
Rajshekhar Vishweshwar Bhat, Rahul Vaze, Mehul Motani
Age of Information Minimization in Fading Multiple Access Channels. INFOCOM Workshops (2020)
Vignesh Sridharan, Mehul Motani, Brian Jalaian, Niranjan Suri
Exploring Performance Trade-offs in Tactical Edge Networks. IEEE Commun. Mag. 58 (8) (2020)
Chongyu Zhou, Yao Jia, Mehul Motani
Optimizing Autoencoders for Learning Deep Representations From Health Data. IEEE J. Biomed. Health Informatics 23 (1) (2019)
Zhengwei Ni, Mehul Motani
A Simplified Dependence Balance-Based Outer Bound for Gaussian MAC With Noisy Feedback. IEEE Commun. Lett. 23 (2) (2019)
Lin Zhou, Vincent Y. F. Tan, Mehul Motani
Second-Order Asymptotically Optimal Statistical Classification. ISIT (2019)
Ting-Yi Wu, Anshoo Tandon, Mehul Motani, Lav R. Varshney
On the Outage-Constrained Rate of Skip-Sliding Window Codes. ITW (2019)
Lin Zhou, Albrecht Wolf, Mehul Motani
On Lossy Multi-Connectivity: Finite Blocklength Performance and Second-Order Asymptotics. IEEE J. Sel. Areas Commun. 37 (4) (2019)
Han Mao Kiah, Anshoo Tandon, Mehul Motani
Generalized Sphere-Packing Bound for Subblock-Constrained Codes. ISIT (2019)
Jia Yao, Ming Lun Ong, Kar Kin Mun, Shiyu Liu, Mehul Motani
Hybrid Feature Learning Using Autoencoders for Early Prediction of Sepsis. CinC (2019)
Shiyu Liu, Jia Yao, Mehul Motani
Early Prediction of Vital Signs Using Generative Boosting via LSTM Networks. BIBM (2019)
Lin Zhou, Mehul Motani
Non-Asymptotic Converse Bounds and Refined Asymptotics for Two Source Coding Problems. IEEE Trans. Inf. Theory 65 (10) (2019)
Ting-Yi Wu, Anshoo Tandon, Lav R. Varshney, Mehul Motani
Multicasting Energy and Information Simultaneously. ISIT (2019)
Lin Zhou, Vincent Y. F. Tan, Mehul Motani
The Dispersion of Mismatched Joint Source-Channel Coding for Arbitrary Sources and Additive Channels. IEEE Trans. Inf. Theory 65 (4) (2019)
Zhengwei Ni, Mehul Motani
Gaussian Mixture Noise Channels With Minimum and Peak Amplitude Constraints. IEEE Trans. Commun. 67 (6) (2019)
Rajshekhar Vishweshwar Bhat, Mehul Motani, Teng Joon Lim
Hybrid NOMA for an Energy Harvesting MAC With Non-Ideal Batteries and Circuit Power. IEEE Trans. Wirel. Commun. 18 (8) (2019)
Han Mao Kiah, Anshoo Tandon, Mehul Motani
Generalized Sphere-Packing Bound for Subblock-Constrained Codes. CoRR (2019)
Zhengwei Ni, Mehul Motani
Online Policies for Energy Harvesting Receivers With Time-Switching Architectures. IEEE Trans. Wirel. Commun. 18 (2) (2019)
Aidi Huang, Mehul Motani
A geographical segment architecture for connected vehicle networks. Veh. Commun. 19 (2019)
Lin Zhou, Vincent Y. F. Tan, Mehul Motani
Refined Asymptotics for Rate-Distortion Using Gaussian Codebooks for Arbitrary Sources. IEEE Trans. Inf. Theory 65 (5) (2019)
Rajshekhar Vishweshwar Bhat, Mehul Motani, Chandra R. Murthy, Rahul Vaze
Energy Harvesting Communications with Batteries Having Full-Cycle Constraints. ICC (2019)
Cheuk Ting Leung, Rajshekhar Vishweshwar Bhat, Mehul Motani
Low-Latency Neural Decoders for Linear and Non-Linear Block Codes. GLOBECOM (2019)
Rohan Ghosh, Anupam K. Gupta, Mehul Motani
Investigating Convolutional Neural Networks using Spatial Orderness. ICCV Workshops (2019)
Shiyu Liu, Ming Lun Ong, Kar Kin Mun, Jia Yao, Mehul Motani
Early Prediction of Sepsis via SMOTE Upsampling and Mutual Information Based Downsampling. CinC (2019)
Shiyu Liu, Mehul Motani
Long-range Prediction of Vital Signs Using Generative Boosting via LSTM Networks. CoRR (2019)
Chongyu Zhou, Chen-Khong Tham, Mehul Motani
Finding Decomposable Models for Efficient Distributed Inference over Sensor Networks. IEEE Trans. Mob. Comput. 18 (1) (2019)
Anshoo Tandon, Mehul Motani, Lav R. Varshney
Are Run-Length Limited Codes Suitable for Simultaneous Energy and Information Transfer? IEEE Trans. Green Commun. Netw. 3 (4) (2019)
Rajshekhar Vishweshwar Bhat, Rahul Vaze, Mehul Motani
Throughput Maximization with an Average Age of Information Constraint in Fading Channels. CoRR (2019)
Anshoo Tandon, Han Mao Kiah, Mehul Motani
Improved Asymptotic Sphere-Packing Bounds for Subblock-Constrained Codes. ISITA (2018)
Shiyu Liu, Mehul Motani
Feature Selection Based on Unique Relevant Information for Health Data. CoRR (2018)
Lin Zhou, Albrecht Wolf, Mehul Motani
On the Finite Blocklength Performance of Lossy Multi-Connectivity. GLOBECOM (2018)
Zhengwei Ni, Mehul Motani
On Gaussian mixture noise channels with minimum and peak amplitude constraints. CISS (2018)
Lin Zhou, Vincent Y. F. Tan, Mehul Motani
Second-Order Asymptotically Optimal Statistical Classification. CoRR (2018)
Anshoo Tandon, Mehul Motani, Lav R. Varshney
Are RLL Codes Suitable for Simultaneous Energy and Information Transfer? CoRR (2018)
Rajshekhar Vishweshwar Bhat, Mehul Motani, Chandra R. Murthy, Rahul Vaze
Energy Harvesting Communications Using Dual Alternating Batteries. CoRR (2018)
Zhengwei Ni, Mehul Motani
Performance of Energy Harvesting Receivers With Power Optimization. IEEE Trans. Commun. 66 (3) (2018)
Rajshekhar Vishweshwar Bhat, Mehul Motani, Teng Joon Lim
Hybrid NOMA-TDMA for Multiple Access Channels with Non-Ideal Batteries and Circuit Cost. ISIT (2018)
Lin Zhou, Vincent Y. F. Tan, Mehul Motani
Second-Order Asymptotics of Rate-Distortion using Gaussian Codebooks for Arbitrary Sources. ISIT (2018)
Rajshekhar Vishweshwar Bhat, Mehul Motani, Teng Joon Lim
Energy Harvesting Communications Without Transmitter Channel State Information Using Layered Coding. IEEE Trans. Green Commun. Netw. 2 (1) (2018)
Ting-Yi Wu, Anshoo Tandon, Lav R. Varshney, Mehul Motani
Multicasting Energy and Information Simultaneously. CoRR (2018)
Anshoo Tandon, Han Mao Kiah, Mehul Motani
Bounds on the Size and Asymptotic Rate of Subblock-Constrained Codes. IEEE Trans. Inf. Theory 64 (10) (2018)

Mehul Motani.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Mehul Motani