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Recursive Experts: An Efficient Optimal Mixture of Learning Systems in
  Dynamic Environments

Recursive Experts: An Efficient Optimal Mixture of Learning Systems in Dynamic Environments

19 September 2020
Kaan Gokcesu
Hakan Gokcesu
ArXiv (abs)PDFHTML

Papers citing "Recursive Experts: An Efficient Optimal Mixture of Learning Systems in Dynamic Environments"

16 / 16 papers shown
Sequential Linearithmic Time Optimal Unimodal Fitting When Minimizing
  Univariate Linear Losses
Sequential Linearithmic Time Optimal Unimodal Fitting When Minimizing Univariate Linear Losses
Kaan Gokcesu
Hakan Gokcesu
144
0
0
04 Apr 2023
Formulation of Weighted Average Smoothing as a Projection of the Origin
  onto a Convex Polytope
Formulation of Weighted Average Smoothing as a Projection of the Origin onto a Convex Polytope
Kaan Gokcesu
Hakan Gokcesu
102
0
0
19 Mar 2023
A 2-opt Algorithm for Locally Optimal Set Partition Optimization
A 2-opt Algorithm for Locally Optimal Set Partition Optimization
Kaan Gokcesu
Hakan Gokcesu
118
0
0
14 Mar 2023
Data Dependent Regret Guarantees Against General Comparators for Full or
  Bandit Feedback
Data Dependent Regret Guarantees Against General Comparators for Full or Bandit Feedback
Kaan Gokcesu
Hakan Gokcesu
OffRL
154
0
0
12 Mar 2023
$1D$ to $nD$: A Meta Algorithm for Multivariate Global Optimization via
  Univariate Optimizers
1D1D1D to nDnDnD: A Meta Algorithm for Multivariate Global Optimization via Univariate Optimizers
Kaan Gokcesu
Hakan Gokcesu
198
0
0
06 Sep 2022
Optimal Tracking in Prediction with Expert Advice
Optimal Tracking in Prediction with Expert Advice
Hakan Gokcesu
Suleyman S. Kozat
120
1
0
07 Aug 2022
An Auto-Regressive Formulation for Smoothing and Moving Mean with
  Exponentially Tapered Windows
An Auto-Regressive Formulation for Smoothing and Moving Mean with Exponentially Tapered Windows
Kaan Gokcesu
Hakan Gokcesu
131
1
0
29 Jun 2022
Second Order Regret Bounds Against Generalized Expert Sequences under
  Partial Bandit Feedback
Second Order Regret Bounds Against Generalized Expert Sequences under Partial Bandit Feedback
Kaan Gokcesu
Hakan Gokcesu
OffRL
137
1
0
13 Apr 2022
A Linearithmic Time Locally Optimal Algorithm for the Multiway Number
  Partition Optimization
A Linearithmic Time Locally Optimal Algorithm for the Multiway Number Partition Optimization
Kaan Gokcesu
Hakan Gokcesu
141
2
0
10 Mar 2022
Smoothing with the Best Rectangle Window is Optimal for All Tapered
  Rectangle Windows
Smoothing with the Best Rectangle Window is Optimal for All Tapered Rectangle Windows
Kaan Gokcesu
Hakan Gokcesu
125
4
0
06 Mar 2022
Near-Linear Time Algorithm with Near-Logarithmic Regret Per Switch for
  Mixable/Exp-Concave Losses
Near-Linear Time Algorithm with Near-Logarithmic Regret Per Switch for Mixable/Exp-Concave Losses
Kaan Gokcesu
Hakan Gokcesu
84
1
0
28 Sep 2021
Generalized Translation and Scale Invariant Online Algorithm for
  Adversarial Multi-Armed Bandits
Generalized Translation and Scale Invariant Online Algorithm for Adversarial Multi-Armed Bandits
Kaan Gokcesu
Hakan Gokcesu
AAML
124
2
0
19 Sep 2021
Efficient Locally Optimal Number Set Partitioning for Scheduling,
  Allocation and Fair Selection
Efficient Locally Optimal Number Set Partitioning for Scheduling, Allocation and Fair Selection
Kaan Gokcesu
Hakan Gokcesu
114
4
0
10 Sep 2021
Nonparametric Extrema Analysis in Time Series for Envelope Extraction,
  Peak Detection and Clustering
Nonparametric Extrema Analysis in Time Series for Envelope Extraction, Peak Detection and Clustering
Kaan Gokcesu
Hakan Gokcesu
87
13
0
05 Sep 2021
Optimal and Efficient Algorithms for General Mixable Losses against
  Switching Oracles
Optimal and Efficient Algorithms for General Mixable Losses against Switching Oracles
Kaan Gokcesu
Hakan Gokcesu
92
10
0
13 Aug 2021
Universal Online Convex Optimization with Minimax Optimal Second-Order
  Dynamic Regret
Universal Online Convex Optimization with Minimax Optimal Second-Order Dynamic Regret
Hakan Gokcesu
Suleyman S. Kozat
133
1
0
30 Jun 2019
1