Trajectory 31
(μ, σ²/2, C_α, α) = (5, 4, 3, 0.1)
Δt = 0.025

• [Trajectory Observation]
• [Recovery] (15, 15, 15) basis functions
  Initialization with random constant functions
  with known α
  (CLR: none, #trajectory: 500000, CT: 64, IR: auto2)
• [Recovery] (11, 15, 19) basis functions
  Initialization with random constant functions
  with known α
  (CLR: none, #trajectory: 500000, CT: 64, IR: auto2)
• [Recovery] (15, 15, 15) basis functions
  Initialization with random constant functions
  with known α
  (CLR: none, #trajectory: 500000, CT: 64, IR: auto1)
• [Recovery] (11, 15, 19) basis functions
  Initialization with random constant functions
  with known α
  (CLR: none, #trajectory: 500000, CT: 64, IR: auto1)
• [Recovery] (21, 21, 21) basis functions
  Initialization with random constant functions
  with known α
  (CLR: none, #trajectory: 500000, CT: 64, IR: auto1)
• [Recovery] (11, 11, 11) basis functions
  Initialization with random constant functions
  with known α
  (CLR: none, #trajectory: 500000, CT: 64, IR: auto1)
• [Recovery] (1, 1, 1) basis functions
  Initialization with random constant functions
  with known α (no batch size scheduler)
  (CLR: none, #trajectory: 500000, CT: 96, IR: auto2)
• [Recovery] (1, 1, 1) basis functions
  Initialization with random constant functions
  with known α
  (CLR: none, #trajectory: 500000, CT: 96, IR: auto2)
• [Recovery] (1, 1, 1) basis functions
  Initialization with random constant functions
  with known α (no batch size scheduler)
  (CLR: none, #trajectory: 500000, CT: 64, IR: auto2)
• [Recovery] (1, 1, 1) basis functions
  Initialization with random constant functions
  with known α
  (CLR: none, #trajectory: 500000, CT: 64, IR: auto2)

Trajectory 30
(μ, σ²/2, C_α, α) = (5, 4, 3, 0.2)
Δt = 0.025

• [Trajectory Observation]
• [Recovery] (15, 15, 15) basis functions
  Initialization with random constant functions
  with known α
  (CLR: none, #trajectory: 300000, CT: 16, IR: auto1)
• [Recovery] (11, 15, 19) basis functions
  Initialization with random constant functions
  with known α
  (CLR: none, #trajectory: 300000, CT: 16, IR: auto1)
• [Recovery] (21, 21, 21) basis functions
  Initialization with random constant functions
  with known α
  (CLR: none, #trajectory: 300000, CT: 16, IR: auto1)
• [Recovery] (11, 11, 11) basis functions
  Initialization with random constant functions
  with known α
  (CLR: none, #trajectory: 300000, CT: 16, IR: auto1)
• [Recovery] (1, 1, 1) basis functions
  Initialization with random constant functions
  with known α
  (CLR: none, #trajectory: 30000, CT: 16, IR: auto1)
• [Recovery] (1, 1, 1) basis functions
  Initialization with random constant functions
  with known α
  (CLR: none, #trajectory: 50000, CT: 16, IR: auto1)
• [Recovery] (1, 1, 1) basis functions
  Initialization with random constant functions
  with known α (test 2)
  (CLR: none, #trajectory: 100000, CT: 16, IR: auto1)
• [Recovery] (1, 1, 1) basis functions
  Initialization with random constant functions
  with known α (test 1)
  (CLR: none, #trajectory: 100000, CT: 16, IR: auto1)
• [Recovery] (1, 1, 1) basis functions
  Initialization with random constant functions
  with known α (test 2)
  (CLR: none, #trajectory: 200000, CT: 16, IR: auto1)
• [Recovery] (1, 1, 1) basis functions
  Initialization with random constant functions
  with known α (test 1)
  (CLR: none, #trajectory: 200000, CT: 16, IR: auto1)
• [Recovery] (1, 1, 1) basis functions
  Initialization with random constant functions
  with known α
  (CLR: none, #trajectory: 300000, CT: 64, IR: auto1)
• [Recovery] (1, 1, 1) basis functions
  Initialization with random constant functions
  with known α
  (CLR: none, #trajectory: 300000, CT: 32, IR: auto1)
• [Recovery] (1, 1, 1) basis functions
  Initialization with random constant functions
  with known α
  (CLR: none, #trajectory: 300000, CT: 24, IR: auto1)
• [Recovery] (1, 1, 1) basis functions
  Initialization with random constant functions
  with known α
  (CLR: none, #trajectory: 300000, CT: 16, IR: auto1)
• [Recovery] (1, 1, 1) basis functions
  Initialization with random constant functions
  with known α
  (CLR: none, #trajectory: 300000, CT: 8, IR: auto1)
• [Recovery] (1, 1, 1) basis functions
  Initialization with random constant functions
  with known α
  (CLR: 2000, #trajectory: 300000)

Trajectory 29
(μ, σ²/2, C_α, α) = (5, 4, 3, 0.3)
Δt = 0.01

• [Trajectory Observation]
• [Recovery] (1, 1, 1) basis functions
  Initialization with random constant functions
  with known α
  (CLR: 2000, #trajectory: 20000, CT: 8, IR: 0.0025)
• [Recovery] (1, 1, 1) basis functions
  Initialization with random constant functions
  with known α
  (CLR: 2000, #trajectory: 50000, CT: 8, IR: 0.0025)

Trajectory 28
(μ, σ²/2, C_α, α) = (5, 4, 3, 0.4)
Δt = 0.025

• [Trajectory Observation]
• [Recovery] (1, 1) basis functions
  Initialization with random constant functions
  with known α and σ²/2 (CLR: 2000, #trajectory: 70000)
• [Recovery] (1, 1) basis functions
  Initialization with random constant functions
  with known α and σ²/2 (CLR: 2000)
• [Recovery] (21, 21, 21) basis functions
  Initialization with random constant functions
  with known α (CLR: 2000, #trajectory: 70000)
• [Recovery] (21, 21, 21) basis functions
  Initialization with random constant functions
  with known α (CLR: 2000)

Trajectory 27
(μ, σ²/2, C_α, α) = (5, 4, 3, 0.3)
Δt = 0.025

• [Trajectory Observation]
• [Recovery] (15, 15, 15) basis functions
  Initialization with random constant functions
  with known α
  (CLR: none, #trajectory: 300000, CT: 8, IR: auto1)
• [Recovery] (11, 15, 19) basis functions
  Initialization with random constant functions
  with known α
  (CLR: none, #trajectory: 300000, CT: 8, IR: auto1)
• [Recovery] (21, 21, 21) basis functions
  Initialization with random constant functions
  with known α
  (CLR: none, #trajectory: 300000, CT: 8, IR: auto1)
• [Recovery] (11, 11, 11) basis functions
  Initialization with random constant functions
  with known α
  (CLR: none, #trajectory: 300000, CT: 8, IR: auto1)
• [Recovery] (1, 1, 1) basis functions
  Initialization with random constant functions
  with known α
  (CLR: none, #trajectory: 50000, CT: 8, IR: auto1)
• [Recovery] (1, 1, 1) basis functions
  Initialization with random constant functions
  with known α
  (CLR: none, #trajectory: 300000, CT: 16, IR: auto1)
• [Recovery] (1, 1, 1) basis functions
  Initialization with random constant functions
  with known α
  (CLR: none, #trajectory: 300000, CT: 8, IR: auto1)
• [Recovery] (1, 1, 1) basis functions
  Initialization with random constant functions
  with known α
  (CLR: 2000, #trajectory: 300000, CT: 8, IR: auto1)
• [Recovery] (1, 1, 1) basis functions
  Initialization with random constant functions
  with known α
  (CLR: 2000, #trajectory: 20000, IR: 0.0038)
• [Recovery] (1, 1, 1) basis functions
  Initialization with random constant functions
  with known α
  (CLR: 2000, #trajectory: 50000, IR: 0.0038)
• [Recovery] (21, 21, 21) basis functions
  Initialization with random constant functions
  with known α
  (CLR: 2000, #trajectory: 300000, IR: 0.0038)
• [Recovery] (1, 1, 1) basis functions
  Initialization with random constant functions
  with known α
  (CLR: 2000, #trajectory: 300000, IR: 0.0038)
• [Recovery] (1, 1, 1) basis functions
  Initialization with random constant functions
  with known α (CLR: 2000, #trajectory: 300000)
• [Recovery] (21, 21, 21) basis functions
  Initialization with random constant functions
  with known α (CLR: 2000)

Trajectory 26
μ = 4 abs(mod(s, 2 π) - π) - 2 π
σ²/2 = exp(sin(s + 1) + 1)
C_α = 2 + exp(sin(2 s) cos(3 s))
α = 0.3
Δt = 0.01

• [Trajectory Observation]
• [Recovery] (21, 21, 21) basis functions
  Initialization with random constant functions
  with known α (CLR: 2000)

Trajectory 23
μ = 4 abs(mod(s, 2 π) - π) - 2 π
σ²/2 = exp(sin(s + 1) + 1)
C_α = 2 + exp(sin(2 s) cos(3 s))
α = 0.3
Δt = 0.025

• [Trajectory Observation]
• [Recovery] (21, 21, 21) basis functions
  Initialization with random constant functions
  with known α
  (CLR: none, #trajectory: 50000, CT: 8, IR: auto2)
• [Recovery] (15, 15, 15) basis functions
  Initialization with random constant functions
  with known α
  (CLR: none, #trajectory: 140000, CT: 8, IR: auto2)
• [Recovery] (21, 21, 21) basis functions
  Initialization with random constant functions
  with known α
  (CLR: none, #trajectory: 140000, CT: 8, IR: auto2)
• [Recovery] (21, 21, 21) basis functions
  Initialization with random constant functions
  with known α
  (CLR: 2000, #trajectory: 79000, CT: 8, IR: 0.0057)
• [Recovery] (21, 21, 21) basis functions
  Initialization with random constant functions
  with known α (CLR: 2000)

Trajectory 22
μ = 4 abs(mod(s, 2 π) - π) - 2 π
σ²/2 = exp(sin(s + 1) + 1)
C_α = 2 + exp(sin(2 s) cos(3 s))
α = 0.6
Δt = 0.025

• [Trajectory Observation]
• [Recovery] (21, 21, 21) basis functions
  Initialization with random constant functions
  with known α (CLR: 2000)
• [Recovery] (21, 21, 21) basis functions
  Initialization with random constant functions
  with known α (CLR: 4000)

Trajectory 21
μ = 5 cos(3 s)
σ²/2 = exp(sin(s) + 1)
C_α = 3 + sin(2 s)
α = 0.4
Δt = 0.025

• [Trajectory Observation]
• [Trajectory Observation (Validation)]
• [Recovery] (21, 21, 21) basis functions
  Initialization with random constant functions
  with known α (CLR: 2000)

Trajectory 15
(μ, σ²/2, C_α, α) = (5, 2, 1, 0.6)
Δt = 0.025

• [Trajectory Observation]
• [Recovery] Assume variable parameters
  (5, 5, 5, 1) basis functions
• [Recovery] (21, 21, 21) basis functions
  Initialization with random constant functions
  with known α (CLR: 2000)