Arshdeep Sekhon
8 papers · 2017–2023 · 7 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+4 more ↓ Show less ↑
π Conference Polyglot (7) π Academic Marathon (6) π Renaissance Researcher (6) π Interdisciplinary Bridge π Cross-Pollinator (15)
πΊοΈ
Taxonomy Completionist
(29)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Trend Setter
Conferences
AISTATS (2)
AAAI (1)
EMNLP (1)
ICML (1)
NAACL (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
feature selection
(2)
differential network
(2)
transformer model
(2)
text classification
(2)
attention mechanism
(1)
data augmentation
(1)
natural language processing
(1)
adversarial perturbation
(1)
model interpretability
(1)
high-dimensional estimation
(1)
gene expression
(1)
gene regulation
(1)
domain knowledge
(1)
network estimation
(1)
gaussian graphical model
(1)
high-dimensional statistics
(1)
adversarial attack
(1)
long short-term memory
(1)
matrix estimation
(1)
deep learning
(1)
Papers
Improving Interpretability via Explicit Word Interaction Graph Layer
AAAI 2023
White-box Testing of NLP models with Mask Neuron Coverage
NAACL 2022
ST-MAML : A stochastic-task based method for task-heterogeneous meta-learning
UAI 2022
Beyond Data Samples: Aligning Differential Networks Estimation with Scientific Knowledge
AISTATS 2022
Perturbing Inputs for Fragile Interpretations in Deep Natural Language Processing
EMNLP 2021
A Fast and Scalable Joint Estimator for Integrating Additional Knowledge in Learning Multiple Related Sparse Gaussian Graphical Models
ICML 2018
Fast and Scalable Learning of Sparse Changes in High-Dimensional Gaussian Graphical Model Structure
AISTATS 2018
Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin
NIPS 2017