Umang Gupta
8 papers · 2021–2024 · 7 conferences · across top CS/AI conferences
Achievements
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๐ Conference Polyglot (7) ๐ Renaissance Researcher (5) ๐ Interdisciplinary Bridge ๐บ๏ธ Taxonomy Completionist (25) ๐งญ Keyword Pioneer
๐ฃ
Hot Topic Early Bird
๐
Cross-Pollinator
(15)
Conferences
ACL (2)
AAAI (1)
EACL (1)
ICLR (1)
MIDL (1)
NAACL (1)
UAI (1)
Top co-authors
Keywords
knowledge distillation
(2)
federated learning
(1)
differential privacy
(1)
representation learning
(1)
contrastive learning
(1)
adversarial learning
(1)
few-shot learning
(1)
algorithmic fairness
(1)
variational inference
(1)
attention mechanism
(1)
text generation
(1)
feature attribution
(1)
conditional entropy
(1)
mutual information
(1)
locality sensitive hashing
(1)
transfer entropy
(1)
random projection
(1)
bias mitigation
(1)
language model
(1)
parameter-efficient fine-tuning
(1)
Papers
โDefine Your Termsโ : Enhancing Efficient Offensive Speech Classification with Definition
EACL 2024
VQ-TR: Vector Quantized Attention for Time Series Forecasting
ICLR 2024
Jointly Reparametrized Multi-Layer Adaptation for Efficient and Private Tuning
ACL 2023
Estimating transfer entropy under long ranged dependencies
UAI 2022
Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal
ACL 2022
Attributing Fair Decisions with Attention Interventions
NAACL 2022
Controllable Guarantees for Fair Outcomes via Contrastive Information Estimation
AAAI 2021
Membership Inference Attacks on Deep Regression Models for Neuroimaging
MIDL 2021