Prakhar Ganesh

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 19

Top Topics

Saliency Detection

Top Venues

IEEE J. Sel. Areas Commun.

Publications

Prakhar Ganesh
An Empirical Investigation into Benchmarking Model Multiplicity for Trustworthy Machine Learning: A Case Study on Image Classification. WACV (2024)
Prakhar Ganesh, Cuong Tran, Reza Shokri, Ferdinando Fioretto
The Data Minimization Principle in Machine Learning. CoRR (2024)
Yash More, Prakhar Ganesh, Golnoosh Farnadi
Towards More Realistic Extraction Attacks: An Adversarial Perspective. CoRR (2024)
Prakhar Ganesh, Ihsan Ibrahim Daldaban, Ignacio Cofone, Golnoosh Farnadi
The Cost of Arbitrariness for Individuals: Examining the Legal and Technical Challenges of Model Multiplicity. CoRR (2024)
Prakhar Ganesh, Hongyan Chang, Martin Strobel, Reza Shokri
On The Impact of Machine Learning Randomness on Group Fairness. CoRR (2023)
Prakhar Ganesh
An Empirical Investigation into Benchmarking Model Multiplicity for Trustworthy Machine Learning: A Case Study on Image Classification. CoRR (2023)
Prakhar Ganesh, Hongyan Chang, Martin Strobel, Reza Shokri
On The Impact of Machine Learning Randomness on Group Fairness. FAccT (2023)
Xinheng Liu, Yao Chen, Prakhar Ganesh, Junhao Pan, Jinjun Xiong, Deming Chen
HiKonv: High Throughput Quantized Convolution With Novel Bit-wise Management and Computation. ASP-DAC (2022)
Prakhar Ganesh, Yao Chen, Yin Yang, Deming Chen, Marianne Winslett
YOLO-ReT: Towards High Accuracy Real-time Object Detection on Edge GPUs. WACV (2022)
Prakhar Ganesh, Xin Lou, Yao Chen, Rui Tan, David K. Y. Yau, Deming Chen, Marianne Winslett
Learning-Based Simultaneous Detection and Characterization of Time Delay Attack in Cyber-Physical Systems. IEEE Trans. Smart Grid 12 (4) (2021)
Xinheng Liu, Yao Chen, Prakhar Ganesh, Junhao Pan, Jinjun Xiong, Deming Chen
HiKonv: High Throughput Quantized Convolution With Novel Bit-wise Management and Computation. CoRR (2021)
Prakhar Ganesh, Yao Chen, Xin Lou, Mohammad Ali Khan, Yin Yang, Hassan Sajjad, Preslav Nakov, Deming Chen, Marianne Winslett
Compressing Large-Scale Transformer-Based Models: A Case Study on BERT. Trans. Assoc. Comput. Linguistics 9 (2021)
Prakhar Ganesh, Yao Chen, Yin Yang, Deming Chen, Marianne Winslett
YOLO-ReT: Towards High Accuracy Real-time Object Detection on Edge GPUs. CoRR (2021)
Lingdong Kong, Prakhar Ganesh, Tan Wang, Junhao Liu, Yao Chen, Le Zhang
Free Lunch for Co-Saliency Detection: Context Adjustment. CoRR (2021)
Prakhar Ganesh, Yao Chen, Xin Lou, Mohammad Ali Khan, Yin Yang, Deming Chen, Marianne Winslett, Hassan Sajjad, Preslav Nakov
Compressing Large-Scale Transformer-Based Models: A Case Study on BERT. CoRR (2020)
Xin Lou, Cuong Tran, Rui Tan, David K. Y. Yau, Zbigniew T. Kalbarczyk, Ambarish Kumar Banerjee, Prakhar Ganesh
Assessing and Mitigating Impact of Time Delay Attack: Case Studies for Power Grid Controls. IEEE J. Sel. Areas Commun. 38 (1) (2020)
Prakhar Ganesh, Saket Dingliwal, Rahul Agarwal
Literature Survey on Finding Influential Communities in Large Scale Networks. CoRR (2019)
Prakhar Ganesh, Saket Dingliwal
Abstractive Summarization of Spoken and Written Conversation. CoRR (2019)
Prakhar Ganesh, Puneet Rakheja
Deep Reinforcement Learning in High Frequency Trading. CoRR (2018)