Vivek Farias
13 papers · 2009–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer π Conference Polyglot (4)
π£
Hot Topic Early Bird
π
Interdisciplinary Bridge
π
Conference Polyglot
(4)
π
Keyword Champion
π±
Topic Pioneer
ποΈ
Keyword Collector
(64)
π
Trend Setter
π
Century Club
(13)
Conferences
NIPS (7)
AISTATS (3)
ICML (2)
ICLR (1)
Top co-authors
Keywords
multi-armed bandit
(3)
approximate dynamic programming
(2)
statistical learning
(2)
low-rank matrix
(2)
causal inference
(2)
matrix completion
(2)
thompson sampling
(2)
sub-exponential noise
(2)
anomaly detection
(1)
discount factor
(1)
off-policy evaluation
(1)
stochastic control
(1)
value function approximation
(1)
stochastic optimization
(1)
markov decision process
(1)
consumer choice modeling
(1)
sample complexity
(1)
non-parametric learning
(1)
preference learning
(1)
variance reduction
(1)
Papers
Speeding up Policy Simulation in Supply Chain RL
ICML 2025
Self-Normalized Resets for Plasticity in Continual Learning
ICLR 2025
TS-UCB: Improving on Thompson Sampling With Little to No Additional Computation
AISTATS 2023
Markovian Interference in Experiments
NIPS 2022
Uncertainty Quantification for Low-Rank Matrix Completion with Heterogeneous and Sub-Exponential Noise
AISTATS 2022
Fair Exploration via Axiomatic Bargaining
NIPS 2021
Near-Optimal Entrywise Anomaly Detection for Low-Rank Matrices with Sub-Exponential Noise
ICML 2021
Learning Treatment Effects in Panels with General Intervention Patterns
NIPS 2021
Optimal Recovery of Tensor Slices
AISTATS 2017
Optimistic Gittins Indices
NIPS 2016
Non-parametric Approximate Dynamic Programming via the Kernel Method
NIPS 2012
A Smoothed Approximate Linear Program
NIPS 2009
A Data-Driven Approach to Modeling Choice
NIPS 2009