Theoretical Analysis of an Inverse Radon Transform Based Multicomponent Micro-Doppler Parameter Estimation Algorithm. - Shrikant Sharma; Adway Girish; Nikhar P. Rakhashia; Vikram M. Gadre; Shaan Ul Haque; Aseer Ansari; Ram Bilas Pachori; P. Radhakrishna; Peeyush Sahay (NCC, 2022)

Micro-Doppler Parameter Estimation Using Variational Mode Decomposition With Finite Rate of Innovation. - Shrikant Sharma; Adway Girish; Darin Jeff; Garweet Sresth; Sanket Bhalerao; Vikram M. Gadre; C. H. Srinivas Rao; P. Radhakrishna (SPCOM, 2022)

ICQ: A Quantization Scheme for Best-Arm Identification Over Bit-Constrained Channels. - Fathima Zarin Faizal; Adway Girish; Manjesh Kumar Hanawal; Nikhil Karamchandani (WiOpt, 2023)

Local to Global: Learning Dynamics and Effect of Initialization for Transformers. - Ashok Vardhan Makkuva; Marco Bondaschi; Adway Girish; Alliot Nagle; Hyeji Kim; Michael Gastpar; Chanakya Ekbote (NeurIPS, 2024)

Fundamental Limits of Prompt Compression: A Rate-Distortion Framework for Black-Box Language Models. - Alliot Nagle; Adway Girish; Marco Bondaschi; Michael Gastpar; Ashok Vardhan Makkuva; Hyeji Kim (NeurIPS, 2024)

Attention with Markov: A Framework for Principled Analysis of Transformers via Markov Chains. - Ashok Vardhan Makkuva; Marco Bondaschi; Adway Girish; Alliot Nagle; Martin Jaggi; Hyeji Kim; Michael Gastpar (CoRR, 2024)

Attention with Markov: A Curious Case of Single-layer Transformers. - Ashok Vardhan Makkuva; Marco Bondaschi; Adway Girish; Alliot Nagle; Martin Jaggi; Hyeji Kim; Michael Gastpar (ICLR, 2025)

On entropy-constrained Gaussian channel capacity via the moment problem. - Adway Girish; Shlomo Shamai; Emre Telatar (CoRR, 2025)