Adafocal: Calibration-aware adaptive focal loss
Ghosh, Arindam, Thomas Schaaf, and Matthew Gormley. “Adafocal: Calibration-aware adaptive focal loss.” Advances in Neural Information Processing Systems 35 (2022): 1583-1595.
CV
Education
- Ph.D in Version Control Theory, GitHub University, 2018 (expected)
- M.S. in Jekyll, GitHub University, 2014
- B.S. in GitHub, GitHub University, 2012
Work experience
- Spring 2024: Academic Pages Collaborator
- Github University
- Duties includes: Updates and improvements to template
- Supervisor: The Users
- Fall 2015: Research Assistant
- Github University
- Duties included: Merging pull requests
- Supervisor: Professor Hub
- Summer 2015: Research Assistant
- Github University
- Duties included: Tagging issues
- Supervisor: Professor Git
Skills
- Skill 1
- Skill 2
- Sub-skill 2.1
- Sub-skill 2.2
- Sub-skill 2.3
- Skill 3
Publications
Low-resource Low-footprint Wake-word Detection using Knowledge Distillation
Ghosh, A., Fuhs, M., Bagchi, D., Farahani, B., Woszczyna, M. (2022) Low-resource Low-footprint Wake-word Detection using Knowledge Distillation. Proc. Interspeech 2022, 3739-3743, doi: 10.21437/Interspeech.2022-529.
Leveraging Pretrained Models for Automatic Summarization of Doctor-Patient Conversations
Zhang, Longxiang, Renato Negrinho, Arindam Ghosh, Vasudevan Jagannathan, Hamid Reza Hassanzadeh, Thomas Schaaf, and Matthew R. Gormley. "Leveraging Pretrained Models for Automatic Summarization of Doctor-Patient Conversations." In Findings of the Association for Computational Linguistics: EMNLP 2021, pp. 3693-3712. 2021.
Performance analysis of MRC under spatially correlated interference using mixture-based method
Ghosh, Arindam, and Harpreet S. Dhillon. "Performance analysis of MRC under spatially correlated interference using mixture-based method." IEEE Communications Letters 22.11 (2018): 2314-2317
Mixture-based modeling of spatially correlated interference in a Poisson field of interferers
Ghosh, Arindam. "Mixture-based modeling of spatially correlated interference in a Poisson field of interferers." IEEE Communications Letters 21.11 (2017): 2496-2499
SEP of dual-ring star-QAM over FSO channels with atmospheric turbulence
Ghosh, Arindam, Gourab Ghatak, and Aniruddha Chandra. "SEP of dual-ring star-QAM over FSO channels with atmospheric turbulence." 2014 International Conference on Signal Processing and Communications (SPCOM). IEEE, 2014.
Throughput and energy efficiency of a cooperative hybrid ARQ protocol for underwater acoustic sensor networks
Ghosh, Arindam, Jae-Won Lee, and Ho-Shin Cho. "Throughput and energy efficiency of a cooperative hybrid ARQ protocol for underwater acoustic sensor networks." Sensors 13.11 (2013): 15385-15408.
Talks
Conference Proceeding talk 3 on Relevant Topic in Your Field
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA
Talk 2 on Relevant Topic in Your Field
Talk at London School of Testing, London, UK
Tutorial 1 on Relevant Topic in Your Field
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley CA, USA
Talk 1 on Relevant Topic in Your Field
Talk at UC San Francisco, Department of Testing, San Francisco, California
Teaching
Service and leadership
- Currently signed in to 43 different slack teams