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Parikshit Ram
Principal Researcher, Research, International Business Machines
Joined
October 2017
Names
Parikshit Ram
(Preferred)
,
Pari Ram
Emails
****@gatech.edu
(Confirmed)
,
****@ibm.com
(Confirmed)
,
****@acm.org
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@duck.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
Career & Education History
Principal Researcher
Research,
International Business Machines
(ibm.com)
2018
–
Present
Research Scientist
Infosys Limited
(infosys.com)
2017
–
2018
Research scientist
Skytree, Inc.
(skytree.net)
2013
–
2017
PhD student
School of Computational Science and Engineering,
Georgia Institute of Technology
(gatech.edu)
2007
–
2013
MS student
Mathematics,
Indian Institute of Technology Kharagpur, Dhirubhai Ambani Institute Of Information and Communication Technology
(iitkgp.ac.in)
2006
–
2007
Undergrad student
Mathematics,
Indian Institute of Technology Kharagpur, Dhirubhai Ambani Institute Of Information and Communication Technology
(iitkgp.ac.in)
2002
–
2006
Advisors, Relations & Conflicts
Coauthor
Tianyi Chen
2022
–
Present
Coauthor
Mohammed J. Zaki
2022
–
Present
Coauthor
Koushik Kar
2022
–
Present
Coauthor
Anna Choromanska
2020
–
Present
Coauthor
Sijia Liu
2018
–
Present
Coauthor
Kaushik Sinha
2013
–
Present
Social
Krishna Balasubramanian
2010
–
Present
Social
Nishant Mehta
2008
–
Present
PhD Advisor
Alexander Gray
2007
–
2013
Expertise
Hyperdimensional Computing
2021
–
Present
Compositional Generalization
2021
–
Present
Meta-learning
2019
–
Present
Bilevel Optimization
2019
–
Present
Automated Machine Learning
2016
–
Present
Large scale learning
2013
–
Present
Decision trees
2012
–
Present
Density estimation
2012
–
Present
Clustering
2009
–
Present
Nearest neighbour search
2007
–
Present
Publications
Energy Minimization for Training Dense Associative Memory
Bao Pham
,
Benjamin Hoover
,
Dmitry Krotov
,
Parikshit Ram
NFAM 2026 Poster
Readers:
Everyone
EnergyMap: Unraveling the Data Manifold with Energy-based Dimensionality Reduction
Alec Helbling
,
Parikshit Ram
,
Duen Horng Chau
,
Benjamin Hoover
NFAM 2026 Poster
Readers:
Everyone
Specifying exact circuit algorithms in universal transformers
Takuya Ito
,
Ruchir Puri
,
Parikshit Ram
MATH-AI 2025 Poster
Readers:
Everyone
Rethinking Unlearning for Large Reasoning Models
Changsheng Wang
,
Chongyu Fan
,
Yihua Zhang
,
Jinghan Jia
,
Dennis Wei
,
Parikshit Ram
,
Nathalie Baracaldo
,
Sijia Liu
MUGen @ ICML 2025 Poster
Readers:
Everyone
Transformers Learn Faster with Semantic Focus
Parikshit Ram
,
Kenneth L. Clarkson
,
Tim Klinger
,
Shashanka Ubaru
,
Alexander G. Gray
NeurIPS 2025 poster
Readers:
Everyone
Dense Associative Memory with Epanechnikov Energy
Benjamin Hoover
,
Zhaoyang Shi
,
Krishna Balasubramanian
,
Dmitry Krotov
,
Parikshit Ram
NeurIPS 2025 spotlight
Readers:
Everyone
Dense Associative Memory with Epanechnikov energy
Benjamin Hoover
,
Krishna Balasubramanian
,
Dmitry Krotov
,
Parikshit Ram
NFAM 2025 Poster
Readers:
Everyone
Deep Clustering with Associative Memories
Bishwajit Saha
,
Dmitry Krotov
,
Mohammed J Zaki
,
Parikshit Ram
NFAM 2025 Poster
Readers:
Everyone
On the Utility of Existing Fine-Tuned Models on Data-Scarce Domains
Md Ibrahim Ibne Alam
,
Parikshit Ram
,
Soham Dan
,
Horst Samulowitz
,
Koushik Kar
Accepted by TMLR
Readers:
Everyone
On Learning Representations for Tabular Data Distillation
Inwon Kang
,
Parikshit Ram
,
Yi Zhou
,
Horst Samulowitz
,
Oshani Seneviratne
Accepted by TMLR
Readers:
Everyone
View all 120 publications
Co-Authors
Abel N. Valente
Adi Botea
Akihiro Kishimoto
Alec Helbling
Alex Gu
Alexander G. Gray
Alexander Gray
Ambrish Rawat
Anamitra Roy Choudhury
Andreea Anghel
Andrew Conn
Andrew R. Conn
Anna Choromanska
Arunima Chaudhary
Ashish Verma
Aswin Kannan
Avraham Shinnar
Bao Pham
Beat Buesser
Benjamin Hoover
Bishwajit Saha
Casey Dugan
Changsheng Wang
Charles L. Isbell
Charles Lee Isbell Jr.
View all 139 co-authors