Ankur Mali
9 papers · 2019–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (36) π£ Hot Topic Early Bird
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Research topics
Artificial Intelligence
(7)
Deep Learning
(7)
Core AI
(7)
Machine Learning
(6)
Architectures
(5)
Learning Types Β· Deep Learning
(5)
Learning Types Β· Machine Learning
(4)
Natural Language Processing
(2)
Core Methods
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Reinforcement Learning
(1)
Analysis
(1)
Bayesian & Probabilistic
(1)
Generation
(1)
Keywords
local representation alignment
(2)
biologically plausible learning
(2)
predictive coding
(2)
neural network training
(2)
trajectory prediction
(1)
convex optimization
(1)
reinforcement learning
(1)
language modeling
(1)
catastrophic forgetting
(1)
multimodal learning
(1)
mathematical reasoning
(1)
visual context
(1)
minimum description length
(1)
multi-objective learning
(1)
motion synthesis
(1)
continual learning
(1)
lifelong learning
(1)
generative model
(1)
regret bound
(1)
representation learning
(1)
Papers
Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization
UAI 2026
Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval-Augmented Generation Across Learning Styles
EMNLP 2025
Backpropagation-Free Deep Learning with Recursive Local Representation Alignment
AAAI 2023
Backprop-Free Reinforcement Learning with Active Neural Generative Coding
AAAI 2022
Lifelong Neural Predictive Coding: Learning Cumulatively Online without Forgetting
NeurIPS 2022
Recognizing and Verifying Mathematical Equations using Multiplicative Differential Neural Units
AAAI 2021
A Neural Temporal Model for Human Motion Prediction
CVPR 2019
Biologically Motivated Algorithms for Propagating Local Target Representations
AAAI 2019
Like a Baby: Visually Situated Neural Language Acquisition
ACL 2019