Dinesh Ramasamy

20 papers A 1B 2Misc 1Journal 11Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
LLaTTE: Scaling Laws for Multi-Stage Sequence Modeling in Large-Scale Ads Recommendation.
CoRR
Lee Xiong, Zhirong Chen, Rahul Mayuranath, Shangran Qiu, Arda Ozdemir, Lu Li, Yang Hu, Dave Li, Jingtao Ren, Howard Cheng, Fabian Souto Herrera, Ahmed Agiza, Baruch Epshtein, Anuj Aggarwal, Julia Ulziisaikhan, Chao Wang, Dinesh Ramasamy, Parshva Doshi, Sri Reddy, Arnold Overwijk
2025 A conf
Enhancing Embedding Representation Stability in Recommendation Systems with Semantic ID.
RecSys
Carolina Zheng, Minhui Huang, Dmitrii Pedchenko, Kaushik Rangadurai, Siyu Wang, Fan Xia, Gaby Nahum, Jie Lei, Yang Yang, Tao Liu, Zutian Luo, Xiaohan Wei, Dinesh Ramasamy, Jiyan Yang, Yiping Han, Lin Yang, Hangjun Xu, Rong Jin, Shuang Yang
2025 J jnl
Enhancing Embedding Representation Stability in Recommendation Systems with Semantic ID.
CoRR
Carolina Zheng, Minhui Huang, Dmitrii Pedchenko, Kaushik Rangadurai, Siyu Wang, Gaby Nahum, Jie Lei, Yang Yang, Tao Liu, Zutian Luo, Xiaohan Wei, Dinesh Ramasamy, Jiyan Yang, Yiping Han, Lin Yang, Hangjun Xu, Rong Jin, Shuang Yang
2025 J jnl
SIDE: Semantic ID Embedding for effective learning from sequences.
CoRR
Dinesh Ramasamy, Shakti Kumar, Chris Cadonic, Jiaxin Yang, Sohini Roychowdhury, Esam Abdel Rhman, Srihari Reddy
2016 J jnl
Compressive Channel Estimation and Tracking for Large Arrays in mm-Wave Picocells.
IEEE J. Sel. Top. Signal Process.
Zhinus Marzi, Dinesh Ramasamy, Upamanyu Madhow
2016 J jnl
Newtonized Orthogonal Matching Pursuit: Frequency Estimation Over the Continuum.
IEEE Trans. Signal Process.
Babak Mamandipoor, Dinesh Ramasamy, Upamanyu Madhow
2015 J jnl
Compressive channel estimation and tracking for large arrays in mm wave picocells.
CoRR
Zhinus Marzi, Dinesh Ramasamy, Upamanyu Madhow
2015 — conf
Compressive spectral embedding: sidestepping the SVD.
NIPS
Dinesh Ramasamy, Upamanyu Madhow
2015 J jnl
Compressive spectral embedding: sidestepping the SVD.
CoRR
Dinesh Ramasamy, Upamanyu Madhow
2015 — conf
Frequency estimation for a mixture of sinusoids: A near-optimal sequential approach.
GlobalSIP
Babak Mamandipoor, Dinesh Ramasamy, Upamanyu Madhow
2015 J jnl
Newtonized Orthogonal Matching Pursuit: Frequency Estimation over the Continuum.
CoRR
Babak Mamandipoor, Dinesh Ramasamy, Upamanyu Madhow
2014 J jnl
Compressive Parameter Estimation in AWGN.
IEEE Trans. Signal Process.
Dinesh Ramasamy, Sriram Venkateswaran, Upamanyu Madhow
2014 J jnl
Scalable and Efficient Geographic Routing in Mobile Ad Hoc Wireless Networks.
CoRR
Dinesh Ramasamy, Upamanyu Madhow
2013 J jnl
Compressive parameter estimation in AWGN
CoRR
Dinesh Ramasamy, Sriram Venkateswaran, Upamanyu Madhow
2013 — conf
Inferring user interests from tweet times.
COSN
Dinesh Ramasamy, Sriram Venkateswaran, Upamanyu Madhow
2013 B conf
On the capacity of picocellular networks.
ISIT
Dinesh Ramasamy, Radha Krishna Ganti, Upamanyu Madhow
2012 B conf
Can geographic routing scale when nodes are mobile?
ISIT
Dinesh Ramasamy, Upamanyu Madhow
2012 Misc conf
Compressive adaptation of large steerable arrays.
ITA
Dinesh Ramasamy, Sriram Venkateswaran, Upamanyu Madhow
2012 — conf
Compressive estimation in AWGN: General observations and a case study.
ACSCC
Dinesh Ramasamy, Sriram Venkateswaran, Upamanyu Madhow
2012 — conf
Compressive tracking with 1000-element arrays: A framework for multi-Gbps mm wave cellular downlinks.
Allerton Conference
Dinesh Ramasamy, Sriram Venkateswaran, Upamanyu Madhow